EPYC 4004 Benchmarks

Benchmarks preparing for a future article upon launch by Michael Larabel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2405239-NE-4124P914394
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AV1 2 Tests
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EPYC 4124P @ DDR5-5200
May 20
  2 Days, 17 Hours, 6 Minutes
smoke
May 23
  19 Hours, 19 Minutes
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EPYC 4004 BenchmarksOpenBenchmarking.orgPhoronix Test SuiteAMD EPYC 4124P 4-Core @ 5.17GHz (4 Cores / 8 Threads)Supermicro AS-3015A-I H13SAE-MF v1.00 (1.1 BIOS)AMD Device 14d82 x 32GB DRAM-5200MT/s3201GB Micron_7450_MTFDKCC3T2TFS + 960GB SAMSUNG MZ1L2960HCJR-00A07ASPEEDAMD Rembrandt Radeon HD AudioVE2282 x Intel I210Ubuntu 24.046.8.0-11-generic (x86_64)GNOME Shell 45.3X Server 1.21.1.11GCC 13.2.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionEPYC 4004 Benchmarks PerformanceSystem 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-backtrace --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-13-fxIygj/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-fxIygj/gcc-13-13.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-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: amd-pstate-epp performance (EPP: performance) - CPU Microcode: 0xa601203- OpenJDK Runtime Environment (build 21.0.2+13-Ubuntu-2)- Python 3.12.2- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Vulnerable: Safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

EPYC 4124P @ DDR5-5200 vs. smoke ComparisonPhoronix Test SuiteBaseline+9.8%+9.8%+19.6%+19.6%+29.4%+29.4%7.8%7.4%6%5.7%5.7%4.1%4.1%3.8%3.2%3.2%3.1%3.1%3%2.9%2.7%2.7%2.6%2.5%2.2%3.5%4.5%4.6%fcn-resnet101-11 - CPU - Parallel39%F.R.C.R.5.F.i - CPU - Standard24%r2c - FFTW - float - 12822.6%Preset 13 - Bosphorus 1080p20.3%2 - 256 - 51218.7%ArcFace ResNet-100 - CPU - Parallel14.9%Preset 13 - Bosphorus 4K8.1%T5 Encoder - CPU - Standard7.9%llama-2-13b.Q4_0.ggufDanish Mood - CPU500H.E.R.F.I - CPUH.E.R.F.I - CPU500 - 100 - 500 - 1004.5%tConvolve OpenMP - GriddingGPT-2 - CPU - StandardtConvolve MT - Degridding4%bertsquad-12 - CPU - Standard800 - 100 - 800 - 1003.8%H.E.R.F - CPU3.8%H.E.R.F - CPU3.8%500 - 100 - 500 - 4003.8%500 - 100 - 500 - 4003.7%500 - 100 - 800 - 4003.7%800 - 100 - 800 - 1003.6%500 - 100 - 500 - 1003.5%800 - 100 - 500 - 1003.5%500 - 100 - 800 - 4003.5%A.G.R.R.0.F.I - CPU3.4%H.H3.4%P.P.B.T.T3.4%D.B.s - CPURead While WritingR.R.W.R3.2%100 - 500 - Read Only - Average Latency800 - 100 - 500 - 1003.1%100 - 500 - Read OnlyR.v.1.i - CPU - Standard4 - 256 - 512Rand Fill Sync2.8%r2c - FFTW - double - 1282.7%V.Q.O - Bosphorus 4K2.7%V.Q.O - Bosphorus 1080p2.7%1000HWB Color Space800 - 100 - 500 - 4002.5%Read While Writing2.5%d.S.M.S - Execution TimeA.G.R.R.0.F.I - CPU2.3%llama-2-70b-chat.Q5_0.ggufsimple-H2O2.1%800 - 100 - 800 - 4002%tConvolve MPI - Degridding2%T5 Encoder - CPU - Standard7.9%F.R.C.R.5.F.i - CPU - Standard22.9%R.v.1.i - CPU - StandardArcFace ResNet-100 - CPU - Parallel14.9%GPT-2 - CPU - Standardbertsquad-12 - CPU - Standardfcn-resnet101-11 - CPU - Parallel35.7%ONNX RuntimeONNX RuntimeHeFFTe - Highly Efficient FFT for ExascaleSVT-AV1Liquid-DSPONNX RuntimeSVT-AV1ONNX RuntimeLlama.cppLuxCoreRenderApache HTTP ServerOpenVINOOpenVINOApache IoTDBASKAPONNX RuntimeASKAPONNX RuntimeApache IoTDBOpenVINOOpenVINOApache IoTDBApache IoTDBApache IoTDBApache IoTDBApache IoTDBApache IoTDBApache IoTDBOpenVINOSPECFEM3DsrsRAN ProjectoneDNNSpeedbRocksDBPostgreSQLApache IoTDBPostgreSQLONNX RuntimeLiquid-DSPSpeedbHeFFTe - Highly Efficient FFT for ExascaleNode.js V8 Web Tooling BenchmarkSVT-VP9SVT-VP9nginxGraphicsMagickApache IoTDBRocksDBOpenFOAMOpenVINOLlama.cppQMCPACKApache IoTDBASKAPONNX RuntimeONNX RuntimeONNX RuntimeONNX RuntimeONNX RuntimeONNX RuntimeONNX RuntimeEPYC 4124P @ DDR5-5200smoke

EPYC 4004 Benchmarkssvt-av1: Preset 13 - Bosphorus 1080pliquid-dsp: 2 - 256 - 512onnx: ArcFace ResNet-100 - CPU - Parallelsvt-av1: Preset 13 - Bosphorus 4Konnx: T5 Encoder - CPU - Standardllama-cpp: llama-2-13b.Q4_0.ggufluxcorerender: Danish Mood - CPUapache: 500openvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUapache-iotdb: 500 - 100 - 500 - 100askap: tConvolve OpenMP - Griddingaskap: tConvolve MT - Degriddingapache-iotdb: 800 - 100 - 800 - 100openvino: Handwritten English Recognition FP16 - CPUopenvino: Handwritten English Recognition FP16 - CPUapache-iotdb: 500 - 100 - 500 - 400apache-iotdb: 500 - 100 - 500 - 400apache-iotdb: 500 - 100 - 800 - 400apache-iotdb: 800 - 100 - 800 - 100apache-iotdb: 500 - 100 - 500 - 100apache-iotdb: 800 - 100 - 500 - 100apache-iotdb: 500 - 100 - 800 - 400openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUspecfem3d: Homogeneous Halfspacesrsran: PUSCH Processor Benchmark, Throughput Totalonednn: Deconvolution Batch shapes_1d - CPUspeedb: Read While Writingrocksdb: Read Rand Write Randpgbench: 100 - 500 - Read Only - Average Latencyapache-iotdb: 800 - 100 - 500 - 100pgbench: 100 - 500 - Read Onlyliquid-dsp: 4 - 256 - 512speedb: Rand Fill Syncheffte: r2c - FFTW - double - 128node-web-tooling: svt-vp9: Visual Quality Optimized - Bosphorus 4Ksvt-vp9: Visual Quality Optimized - Bosphorus 1080pnginx: 1000graphics-magick: HWB Color Spaceapache-iotdb: 800 - 100 - 500 - 400rocksdb: Read While Writingopenfoam: drivaerFastback, Small Mesh Size - Execution Timeopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUllama-cpp: llama-2-70b-chat.Q5_0.ggufqmcpack: simple-H2Oapache-iotdb: 800 - 100 - 800 - 400askap: tConvolve MPI - Degriddingapache-iotdb: 800 - 100 - 800 - 400apache-iotdb: 800 - 100 - 500 - 400liquid-dsp: 1 - 256 - 512rocksdb: Rand Fillopenfoam: drivaerFastback, Medium Mesh Size - Execution Timeaskap: tConvolve OpenMP - Degriddingopenradioss: Bumper Beamonnx: yolov4 - CPU - Parallelhadoop: Create - 100 - 100000apache-iotdb: 500 - 100 - 800 - 100nginx: 500specfem3d: Mount St. Helensapache-iotdb: 500 - 100 - 800 - 100ospray: particle_volume/pathtracer/real_timem-queens: Time To Solvemariadb: oltp_update_non_index - 64build-linux-kernel: allmodconfignginx: 200clickhouse: 100M Rows Hits Dataset, Second Runmt-dgemm: Sustained Floating-Point Ratesrsran: PDSCH Processor Benchmark, Throughput Threadonnx: bertsquad-12 - CPU - Parallelbuild-linux-kernel: defconfigspecfem3d: Tomographic Modelonnx: super-resolution-10 - CPU - Parallelcompress-zstd: 19, Long Mode - Decompression Speedgraphics-magick: Swirlpgbench: 100 - 500 - Read Writepgbench: 100 - 500 - Read Write - Average Latencypytorch: CPU - 64 - ResNet-50specfem3d: Layered Halfspacepetsc: Streamsapache: 1000graphics-magick: Rotateopenvino: Road Segmentation ADAS FP16-INT8 - CPUcockroach: KV, 95% Reads - 128speedb: Update Randopenvino: Machine Translation EN To DE FP16 - CPUquantlib: Single-Threadedonnx: ResNet50 v1-12-int8 - CPU - Parallelx265: Bosphorus 4Kcoremark: CoreMark Size 666 - Iterations Per Secondopenvino: Machine Translation EN To DE FP16 - CPUdragonflydb: 10 - 1:10openvino: Road Segmentation ADAS FP16-INT8 - CPUbuild-mesa: Time To Compileaskap: tConvolve MT - Griddingbrl-cad: VGR Performance Metricmariadb: oltp_update_non_index - 32openradioss: Rubber O-Ring Seal Installationcompress-zstd: 19, Long Mode - Compression Speedspecfem3d: Water-layered Halfspacelammps: 20k Atomspybench: Total For Average Test Timesbuild-wasmer: Time To Compilecompress-zstd: 8 - Decompression Speedhpcg: 104 104 104 - 60blender: BMW27 - CPU-Onlyllamafile: llava-v1.5-7b-q4 - CPUnamd: ATPase with 327,506 Atomsbuild-python: Defaultmariadb: oltp_read_write - 32luxcorerender: Rainbow Colors and Prism - CPUluxcorerender: LuxCore Benchmark - CPUospray-studio: 1 - 1080p - 16 - Path Tracer - CPUcompress-zstd: 12 - Decompression Speedjpegxl: JPEG - 90openfoam: drivaerFastback, Small Mesh Size - Mesh Timebuild-ffmpeg: Time To Compilekvazaar: Bosphorus 4K - Mediumclickhouse: 100M Rows Hits Dataset, First Run / Cold Cacheonnx: CaffeNet 12-int8 - CPU - Standarduvg266: Bosphorus 1080p - Ultra Fastcompress-pbzip2: FreeBSD-13.0-RELEASE-amd64-memstick.img Compressionblender: Fishy Cat - CPU-Onlyopenssl: RSA4096compress-zstd: 12 - Compression Speedtensorflow: CPU - 1 - GoogLeNetz3: 2.smt2mariadb: oltp_update_index - 64build-php: Time To Compileaskap: tConvolve MPI - Griddingcompress-zstd: 8 - Compression Speedopenradioss: Bird Strike on Windshieldsvt-hevc: 7 - Bosphorus 1080pospray-studio: 2 - 1080p - 16 - Path Tracer - CPUblender: Classroom - CPU-Onlyspeedb: Read Rand Write Randonnx: Faster R-CNN R-50-FPN-int8 - CPU - Parallellulesh: build-nodejs: Time To Compilememcached: 1:100lammps: Rhodopsin Proteinrocksdb: Update Randgraphics-magick: Resizinguvg266: Bosphorus 4K - Mediumcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 19 - Compression Speedopenvino: Face Detection Retail FP16 - CPUblender: Pabellon Barcelona - CPU-Onlygpaw: Carbon Nanotubeopenvino: Face Detection Retail FP16 - CPUuvg266: Bosphorus 4K - Ultra Fastopenvino: Face Detection FP16-INT8 - CPUappleseed: Emilyllamafile: mistral-7b-instruct-v0.2.Q8_0 - CPUuvg266: Bosphorus 1080p - Mediumnpb: LU.Cclickhouse: 100M Rows Hits Dataset, Third Runvvenc: Bosphorus 1080p - Fasteropenvino: Face Detection FP16-INT8 - CPUvvenc: Bosphorus 4K - Fasteroctave-benchmark: quantlib: Multi-Threadedmysqlslap: 64onnx: GPT-2 - CPU - Parallelopenvino: Person Detection FP32 - CPUsvt-vp9: VMAF Optimized - Bosphorus 4Khadoop: Create - 500 - 100000llamafile: wizardcoder-python-34b-v1.0.Q6_K - CPUospray-studio: 3 - 1080p - 16 - Path Tracer - CPUopenvino: Person Detection FP32 - CPUvvenc: Bosphorus 4K - Fastrnnoise: 26 Minute Long Talking Sampleospray-studio: 2 - 1080p - 32 - Path Tracer - CPUjohn-the-ripper: Blowfishospray-studio: 2 - 1080p - 1 - Path Tracer - CPUcompress-zstd: 19 - Decompression Speedtensorflow: CPU - 32 - AlexNetspeedb: Rand Fillopenvino: Road Segmentation ADAS FP16 - CPUopenvino: Road Segmentation ADAS FP16 - CPUwebp: Quality 100, Losslessnamd: STMV with 1,066,628 Atomsv-ray: CPUvvenc: Bosphorus 1080p - Fastsvt-hevc: 10 - Bosphorus 1080peasywave: e2Asean Grid + BengkuluSept2007 Source - 240embree: Pathtracer ISPC - Crownopenssl: RSA4096blender: Junkshop - CPU-Onlyblender: Barbershop - CPU-Onlyx265: Bosphorus 1080popenvino: Vehicle Detection FP16 - CPUnpb: BT.Cospray-studio: 3 - 1080p - 1 - Path Tracer - CPUospray-studio: 3 - 1080p - 32 - Path Tracer - CPUmysqlslap: 128astcenc: Mediummemcached: 1:10openvino: Vehicle Detection FP16 - CPUopenradioss: INIVOL and Fluid Structure Interaction Drop Containernpb: SP.Bffmpeg: libx265 - Livetensorflow: CPU - 1 - ResNet-50svt-av1: Preset 12 - Bosphorus 1080pbuild-llvm: Unix Makefilesliquid-dsp: 16 - 256 - 512build-gem5: Time To Compilekvazaar: Bosphorus 1080p - Mediumwebp: Quality 100avifenc: 6openvino: Person Detection FP16 - CPUopenvino: Person Re-Identification Retail FP16 - CPUnpb: EP.Cliquid-dsp: 16 - 256 - 32build-python: Released Build, PGO + LTO Optimizedopenssl: SHA512pgbench: 100 - 800 - Read Onlyffmpeg: libx265 - Platformnpb: IS.Drocksdb: Rand Fill Syncopenvino: Person Re-Identification Retail FP16 - CPUmariadb: oltp_write_only - 32svt-av1: Preset 8 - Bosphorus 4Ksvt-hevc: 7 - Bosphorus 4Kffmpeg: libx265 - Uploadsvt-hevc: 1 - Bosphorus 1080popenvino: Person Detection FP16 - CPUpgbench: 100 - 800 - Read Only - Average Latencyopenvino: Person Vehicle Bike Detection FP16 - CPUjohn-the-ripper: bcryptpennant: sedovbigmariadb: oltp_update_index - 32liquid-dsp: 8 - 256 - 512openvino: Face Detection Retail FP16-INT8 - CPUdraco: Lionastcenc: Thoroughospray: gravity_spheres_volume/dim_512/pathtracer/real_timekvazaar: Bosphorus 4K - Very Fastopenvino: Person Vehicle Bike Detection FP16 - CPUospray: gravity_spheres_volume/dim_512/ao/real_timeuvg266: Bosphorus 4K - Super Fasttensorflow: CPU - 1 - AlexNetminife: Smallz3: 1.smt2jpegxl: PNG - 100openradioss: Cell Phone Drop Testospray: particle_volume/ao/real_timejohn-the-ripper: MD5liquid-dsp: 8 - 256 - 32draco: Church Facadescylladb: Writesastcenc: Fastsecuremark: SecureMark-TLSonednn: Convolution Batch Shapes Auto - CPUcloverleaf: clover_bmjohn-the-ripper: WPA PSKopenvino: Noise Suppression Poconet-Like FP16 - CPUonednn: Recurrent Neural Network Inference - CPUavifenc: 2build-godot: Time To Compiletensorflow: CPU - 512 - AlexNetwebp: Defaultnpb: MG.Csvt-av1: Preset 4 - Bosphorus 1080puvg266: Bosphorus 4K - Very Fastcloverleaf: clover_bm64_shortpennant: leblancbigtensorflow: CPU - 64 - AlexNetopenfoam: drivaerFastback, Medium Mesh Size - Mesh Timeopenssl: SHA256ffmpeg: libx265 - Video On Demandembree: Pathtracer ISPC - Asian Dragonsvt-av1: Preset 12 - Bosphorus 4Ktensorflow: CPU - 64 - GoogLeNetopenvino: Vehicle Detection FP16-INT8 - CPUeasywave: e2Asean Grid + BengkuluSept2007 Source - 1200webp: Quality 100, Highest Compressionappleseed: Disney Materialopenvino: Noise Suppression Poconet-Like FP16 - CPUkvazaar: Bosphorus 4K - Super Fastdragonflydb: 10 - 1:100astcenc: Very Thoroughsrsran: PDSCH Processor Benchmark, Throughput Totalsvt-av1: Preset 8 - Bosphorus 1080pcockroach: KV, 60% Reads - 128kvazaar: Bosphorus 4K - Ultra Fastopenvino: Weld Porosity Detection FP16-INT8 - CPUincompact3d: input.i3d 193 Cells Per Directionkvazaar: Bosphorus 1080p - Very Fastonednn: IP Shapes 3D - CPUsvt-vp9: PSNR/SSIM Optimized - Bosphorus 4Konnx: yolov4 - CPU - Standardopenvino: Age Gender Recognition Retail 0013 FP16 - CPUnumpy: compress-7zip: Compression Ratingbuild-llvm: Ninjacompress-zstd: 8, Long Mode - Compression Speedspeedb: Rand Readospray-studio: 1 - 1080p - 1 - Path Tracer - CPUredis: SET - 500onnx: CaffeNet 12-int8 - CPU - Parallelkvazaar: Bosphorus 1080p - Super Fastospray: particle_volume/scivis/real_timeopenssl: ChaCha20-Poly1305avifenc: 6, Losslesscockroach: KV, 50% Reads - 128svt-av1: Preset 4 - Bosphorus 4Kpytorch: CPU - 1 - ResNet-50openvino: Vehicle Detection FP16-INT8 - CPUopenssl: ChaCha20jpegxl: PNG - 90openvino: Face Detection Retail FP16-INT8 - CPUliquid-dsp: 2 - 256 - 32gromacs: MPI CPU - water_GMX50_bareospray-studio: 1 - 1080p - 32 - Path Tracer - CPUappleseed: Material Testerrawtherapee: Total Benchmark Timetensorflow: CPU - 256 - AlexNetsvt-hevc: 10 - Bosphorus 4Kospray: gravity_spheres_volume/dim_512/scivis/real_timeuvg266: Bosphorus 1080p - Super Fastastcenc: Exhaustiveonednn: IP Shapes 1D - CPUnpb: CG.Cjpegxl: JPEG - 100openvino: Weld Porosity Detection FP16-INT8 - CPUllama-cpp: llama-2-7b.Q4_0.ggufsvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080pmariadb: oltp_write_only - 64openvino: Face Detection FP16 - CPUtensorflow: CPU - 32 - GoogLeNetdolfyn: Computational Fluid Dynamicsincompact3d: input.i3d 129 Cells Per Directionopenradioss: Chrysler Neon 1Mavifenc: 10, Losslessopenssl: AES-128-GCMonnx: T5 Encoder - CPU - Parallelpgbench: 100 - 800 - Read Write - Average Latencykvazaar: Bosphorus 1080p - Ultra Fasttensorflow: CPU - 32 - ResNet-50tensorflow: CPU - 64 - ResNet-50tensorflow: CPU - 256 - ResNet-50svt-vp9: VMAF Optimized - Bosphorus 1080pliquid-dsp: 4 - 256 - 32pgbench: 100 - 800 - Read Writeminibude: OpenMP - BM1minibude: OpenMP - BM1tensorflow: CPU - 256 - GoogLeNetrocksdb: Overwriteopenvino: Weld Porosity Detection FP16 - CPUcompress-7zip: Decompression Ratinguvg266: Bosphorus 1080p - Very Fastamg: liquid-dsp: 1 - 256 - 32npb: SP.Cavifenc: 0mariadb: oltp_read_write - 64onednn: Recurrent Neural Network Training - CPUembree: Pathtracer ISPC - Asian Dragon Objrocksdb: Rand Readonednn: Deconvolution Batch shapes_3d - CPUopenssl: AES-256-GCMjohn-the-ripper: HMAC-SHA512minibude: OpenMP - BM2java-jmh: Throughputdacapobench: Zxing 1D/2D Barcode Image Processingdacapobench: Spring Bootdacapobench: Apache Kafkadacapobench: jMonkeyEnginedacapobench: GraphChidacapobench: BioJava Biological Data Frameworkdacapobench: Tradesoapdacapobench: Tradebeansdacapobench: Jythondacapobench: H2 Database Enginedacapobench: Apache Lucene Search Enginedacapobench: Apache Lucene Search Indexdacapobench: Apache Xalan XSLTdacapobench: Apache Tomcatdacapobench: PMD Source Code Analyzerdacapobench: Batik SVG Toolkitdacapobench: Avrora AVR Simulation Frameworkdacapobench: Eclipsejava-scimark2: Dense LU Matrix Factorizationjava-scimark2: Monte Carlojava-scimark2: Jacobi Successive Over-Relaxationjava-scimark2: Fast Fourier Transformjava-scimark2: Compositeaircrack-ng: y-cruncher: 1By-cruncher: 500Mprimesieve: 1e13primesieve: 1e12stress-ng: AVX-512 VNNIstress-ng: Wide Vector Mathstress-ng: Vector Shufflestress-ng: Vector Floating Pointstress-ng: Matrix 3D Mathstress-ng: Fused Multiply-Addstress-ng: Floating Pointstress-ng: x86_64 RdRandstress-ng: CPU Cachestress-ng: System V Message Passingstockfish: Chess Benchmarkhelsing: 14 digithelsing: 12 digitcpuminer-opt: LBC, LBRY Creditscpuminer-opt: Skeincoincpuminer-opt: Deepcoincpuminer-opt: Ringcoincpuminer-opt: Garlicoincpuminer-opt: Blake-2 Scpuminer-opt: Magicpuminer-opt: Myriad-Groestlcpuminer-opt: Quad SHA-256, Pyritecpuminer-opt: Triple SHA-256, Onecoincpuminer-opt: scryptxmrig: GhostRider - 1Mopenvino: Weld Porosity Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Face Detection FP16 - CPUtensorflow: CPU - 512 - GoogLeNettensorflow: CPU - 512 - ResNet-50srsran: PUSCH Processor Benchmark, Throughput Threadgraphics-magick: Sharpengraphics-magick: Enhancedgraphics-magick: Noise-Gaussianwebp: Quality 100, Lossless, Highest Compressionsvt-hevc: 1 - Bosphorus 4Kopenvkl: vklBenchmarkCPU ISPCoidn: RTLightmap.hdr.4096x4096 - CPU-Onlyoidn: RT.ldr_alb_nrm.3840x2160 - CPU-Onlyoidn: RT.hdr_alb_nrm.3840x2160 - CPU-Onlyluxcorerender: Orange Juice - CPUluxcorerender: DLSC - CPUminibude: OpenMP - BM2duckdb: IMDBdacapobench: FOP Print Formatteronnx: T5 Encoder - CPU - Parallelonnx: T5 Encoder - CPU - Standardonnx: Faster R-CNN R-50-FPN-int8 - CPU - Parallelonnx: Faster R-CNN R-50-FPN-int8 - CPU - Standardonnx: Faster R-CNN R-50-FPN-int8 - CPU - Standardonnx: CaffeNet 12-int8 - CPU - Parallelonnx: CaffeNet 12-int8 - CPU - Standardonnx: ResNet50 v1-12-int8 - CPU - Parallelonnx: ResNet50 v1-12-int8 - CPU - Standardonnx: ResNet50 v1-12-int8 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Parallelonnx: GPT-2 - CPU - Parallelonnx: GPT-2 - CPU - Standardonnx: GPT-2 - CPU - Standardonnx: bertsquad-12 - CPU - Parallelonnx: bertsquad-12 - CPU - Standardonnx: bertsquad-12 - CPU - Standardonnx: super-resolution-10 - CPU - Parallelonnx: fcn-resnet101-11 - CPU - Parallelonnx: fcn-resnet101-11 - CPU - Parallelonnx: yolov4 - CPU - Parallelonnx: yolov4 - CPU - Standardheffte: r2c - FFTW - float - 128EPYC 4124P @ DDR5-5200smoke384.1733699933314.820868.465142.2056.170.8153643.86179.6422.24103.021801.151930.03216.40185.8521.5145226559346.65453554293605218245065837109.52531.880.29112.866423691881.57.42272147776712199682.55343934008195905727308007778117.247619.4935.85127.2341180.81190451178521135261432.882913170.120.9217.047347244892623.96860.75406.06182076678629313645.5432841.95210.604.93035662344482843545317.1689.476485638167.03105.663105.3021133482563.91447788.24165.392.1617951023.86.53046182.45690.58281309446.59431810.3721939325.78323.04237.97918709215733.648848650.30158140.5938555.541433544.274281.8174.40911.66254797.57164190.332629619.3628.4351.9681327.14115653131465254.889.00214.4875087014.78055259.4662206.86.90282206.1810.570.8967823.204850785.951.01763792285.322.70750.90303779.5846.64155.72481.48677.3511.097420256.103738.5114.339.3856.85910108785.8043226.62330.3390.3093.0177907519.82132368542.03641832.99401444.3081068869.524.6184789801424.472219.114.94.53648.21318.666879.0516.86585.23514.7043736.4024.2926610.49168.4127.3546.817.7425.88022228.0878107.58331.5945.96542841.8190885126.503.3117.5251521871181946621904.7100.5775861637.30107.082.020.274251123811.425192.927.5567.838396458.7282.781914.7758.6217.4622316.95547217773544939.85601117437.50228.81786.899885.32141.0312.18313.4271262.910106960000787.86336.1015.739.47131.717.96781.24371713333233.268288741615718153251.111207.1051267500.0518959324.87229.8224.426.11126.064.409391.891181880.105451163131071833333.2342535.12062.3472616.8210.181.9586213.8514.567710.5025.7108.999138.722.33907986094371536667570855249101.36694239949.0554692.42426008.262274.0585.389618.870123.6325.5817132.7012.18213.14176.2254.78484113.02387.88309892846300751.079.294868.84152.849.68155.6645.05303.428561479.3420.752629939.840.70144054.686.46831458.928.755.80104.21818175.975.0336747.017.332319649.23710.18561551240.856323.03582930045843976817.02420.70192.912.331762368605898713.44730433.23.26341.09412.373329199664022.2381232.021003200000.914149914281.66631560.108121.8561.081.9450463.960.42943.817537548.438.959686.8711.78155.851426511135.6152.8310.97528.40631041462.605.71065974534690134.73850.971126.1719.0119.1119.24154.1420034000015697322.86212.91453.07863996349.324518961.19352849417502773339840.13187.641902324388.647.8364348856337.512865629176955060798667323.42319260371856.72520332571509768163194450220653050391334383854259978212840182410022486710917467.362487.912281.43353.845276.0823895.27543.94719.800300.41024.496681157.03209322.744319.5814008.641960.7515250467.412137.332048750.683426267.827212479.0310622485740.5617.6094228.179066.902205.10944.97851.6537810168.373016.70144472533783.29766.311.430.43.5153.1719.06183.41626440.781.521670.120.240.242.211.4112.937152.6755587.420797.0317123.787419.450651.86182.376352.077965.732935.18098193.84567.47159.292458.40332119.460153.15295.953510.4960521.47621175.760.871156202.829136.38144.0894319.2913117900012.899863.34131.8046.650.8756841.62189.921.05107.651875.041855.44224.63179.0522.3243591311359.52437319983480763543525563113.35550.430.3116.671964064852.87.18995152480211824542.47742629139201890748270007568316.791720.0134.92123.9342274.33195440058661107321422.517612876.120.9417.41340383082572.51877.36413.84185480008470993712.44312894.09214.444.84234650624404272646111.8691.041571356169.95107.483107.0951152112605.84548555.15162.782.1279661039.46.43266185.18291.89357869347.24481785.4731913926.12423.34241.06375791315935.167748039.15160138.8439041.240919043.734230172.30611.52251757.05444291.422598346.0628.7752.5881311.61114316132999257.788.9216.8936160694.72754660.1112230.66.97517208.3410.680.8875623.444842256.011771232263.722.91850.44233280.316.58154.32485.84776.6611.196261258.363705.9115.339.0456.37210022386.533199.95333387.1892.2878522523.73131396741.7281846.39521454.831061151.624.5854755861434.442234154.5652.53320.787884.8416.75581.53511.4797146.3624.1426772.72167.4027.1926.857.6975.91422101.2873108.19731.7745.7545851.8291386125.813.2937.5661530061175746861895100.0676248237.49106.552.030.272901118311.371927.527.801496005.8284.111923.6558.3517.3822215.39549717854244739.68671112711.41229.76790.159844.54140.4512.23314.7051267.91106540000790.95835.9615.799.50731.597.99784.17370340000234.124287696512018088150.931202.8751088498.3119025524.95729.7224.346.09126.474.423393.131178179.855791166761068500003.2242405.1052.3401516.7710.151.964313.8114.67731.4925.6418.975139.092.33286983500370560000569355105101.10374250609.0328992.65424968.242268.5685.591620.333123.9225.6417172.1512.2113.11176.6254.66227112.77387.0342890910909050.969.275368.98552.739.66155.9815.06304.024597480.2720.712634894.240.70014061.986.31631514.128.75.81104.03888775.845.0422647.097.34479665.38711.32562451242.823322.53577409445913982548.25421.29492.782.334892371688666013.4330471.73.26741.04412.863325302183022.2121233.451004300000.913149751281.36560760.047121.9761.141.943263.90.4293.814047555.248.951686.2611.77155.981425401134.7552.7910.96728.42696571461.545.71465932460030134.65950.942126.241919.1219.25154.0620025000015704322.73212.90953.09863680349.24517461.21352963000502930009837.14187.696902084389.747.838348820547.513455629425309060796000323.41711.430.43.5153.1719.06183.41626440.781.521670.120.240.242.211.4112.9377.425297.5839623.963423.900141.83622.372962.057665.802875.00552199.73277.52019.239538.03895124.32155.45591.745510.899321.16551595.550.626743206.509136.1535.9765OpenBenchmarking.org

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 13 - Input: Bosphorus 1080psmokeEPYC 4124P @ DDR5-520080160240320400SE +/- 4.04, N = 15319.29384.171. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 2 - Buffer Length: 256 - Filter Length: 512smokeEPYC 4124P @ DDR5-52008M16M24M32M40MSE +/- 196299.37, N = 331179000369993331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Model Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.17Model: ArcFace ResNet-100 - Device: CPU - Executor: ParallelsmokeEPYC 4124P @ DDR5-520048121620SE +/- 0.01, N = 312.9014.821. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 13 - Input: Bosphorus 4KsmokeEPYC 4124P @ DDR5-52001530456075SE +/- 0.56, N = 963.3468.471. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Model Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.17Model: T5 Encoder - Device: CPU - Executor: StandardsmokeEPYC 4124P @ DDR5-5200306090120150SE +/- 1.62, N = 3131.80142.211. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

Llama.cpp

Llama.cpp is a port of Facebook's LLaMA model in C/C++ developed by Georgi Gerganov. Llama.cpp allows the inference of LLaMA and other supported models in C/C++. For CPU inference Llama.cpp supports AVX2/AVX-512, ARM NEON, and other modern ISAs along with features like OpenBLAS usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b1808Model: llama-2-13b.Q4_0.ggufEPYC 4124P @ DDR5-5200smoke246810SE +/- 0.02, N = 36.176.651. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -march=native -mtune=native -lopenblas

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: CPUEPYC 4124P @ DDR5-5200smoke0.19580.39160.58740.78320.979SE +/- 0.01, N = 40.810.87MIN: 0.17 / MAX: 1.12MIN: 0.21 / MAX: 1.15

Apache HTTP Server

This is a test of the Apache HTTPD web server. This Apache HTTPD web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.56Concurrent Requests: 500EPYC 4124P @ DDR5-5200smoke12K24K36K48K60KSE +/- 314.71, N = 353643.8656841.621. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16-INT8 - Device: CPUEPYC 4124P @ DDR5-5200smoke4080120160200SE +/- 0.15, N = 3179.64189.901. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16-INT8 - Device: CPUEPYC 4124P @ DDR5-5200smoke510152025SE +/- 0.02, N = 322.2421.05MIN: 14.31 / MAX: 32.88MIN: 13.48 / MAX: 26.461. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Apache IoTDB

Apache IotDB is a time series database and this benchmark is facilitated using the IoT Benchmaark [https://github.com/thulab/iot-benchmark/]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100smokeEPYC 4124P @ DDR5-520020406080100SE +/- 0.35, N = 3107.65103.02MAX: 14077.64MAX: 13961.1

ASKAP

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve OpenMP - GriddingEPYC 4124P @ DDR5-5200smoke400800120016002000SE +/- 19.19, N = 151801.151875.041. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve MT - DegriddingsmokeEPYC 4124P @ DDR5-5200400800120016002000SE +/- 7.28, N = 31855.441930.031. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

Apache IoTDB

Apache IotDB is a time series database and this benchmark is facilitated using the IoT Benchmaark [https://github.com/thulab/iot-benchmark/]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100smokeEPYC 4124P @ DDR5-520050100150200250SE +/- 0.96, N = 3224.63216.40MAX: 24308.93MAX: 24148.64

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16 - Device: CPUsmokeEPYC 4124P @ DDR5-52004080120160200SE +/- 0.70, N = 3179.05185.851. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16 - Device: CPUsmokeEPYC 4124P @ DDR5-5200510152025SE +/- 0.08, N = 322.3221.51MIN: 18.8 / MAX: 28.76MIN: 14.59 / MAX: 33.421. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Apache IoTDB

Apache IotDB is a time series database and this benchmark is facilitated using the IoT Benchmaark [https://github.com/thulab/iot-benchmark/]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400smokeEPYC 4124P @ DDR5-520010M20M30M40M50MSE +/- 134066.50, N = 34359131145226559

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400smokeEPYC 4124P @ DDR5-520080160240320400SE +/- 2.44, N = 3359.52346.65MAX: 28576.41MAX: 27744.45

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400smokeEPYC 4124P @ DDR5-520010M20M30M40M50MSE +/- 492377.86, N = 54373199845355429

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100smokeEPYC 4124P @ DDR5-52008M16M24M32M40MSE +/- 161259.81, N = 33480763536052182

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100smokeEPYC 4124P @ DDR5-520010M20M30M40M50MSE +/- 87332.86, N = 34352556345065837

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100smokeEPYC 4124P @ DDR5-5200306090120150SE +/- 0.49, N = 3113.35109.52MAX: 24211.32MAX: 24035.02

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400smokeEPYC 4124P @ DDR5-5200120240360480600SE +/- 9.34, N = 5550.43531.88MAX: 29023.3MAX: 28595.84

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUsmokeEPYC 4124P @ DDR5-52000.06750.1350.20250.270.3375SE +/- 0.00, N = 30.300.29MIN: 0.16 / MAX: 6.94MIN: 0.16 / MAX: 4.311. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

SPECFEM3D

simulates acoustic (fluid), elastic (solid), coupled acoustic/elastic, poroelastic or seismic wave propagation in any type of conforming mesh of hexahedra. This test profile currently relies on CPU-based execution for SPECFEM3D and using a variety of their built-in examples/models for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Homogeneous HalfspacesmokeEPYC 4124P @ DDR5-5200306090120150SE +/- 1.30, N = 3116.67112.871. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

srsRAN Project

srsRAN Project is a complete ORAN-native 5G RAN solution created by Software Radio Systems (SRS). The srsRAN Project radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput TotalsmokeEPYC 4124P @ DDR5-52002004006008001000SE +/- 2.54, N = 6852.8881.5MIN: 584.8MIN: 613.1 / MAX: 888.51. (CXX) g++ options: -O3 -march=native -mavx2 -mavx -msse4.1 -mfma -mavx512f -mavx512cd -mavx512bw -mavx512dq -fno-trapping-math -fno-math-errno -ldl

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.4Harness: Deconvolution Batch shapes_1d - Engine: CPUEPYC 4124P @ DDR5-5200smoke246810SE +/- 0.00779, N = 37.422727.18995MIN: 6.88MIN: 6.841. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

Speedb

Speedb is a next-generation key value storage engine that is RocksDB compatible and aiming for stability, efficiency, and performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Read While WritingEPYC 4124P @ DDR5-5200smoke300K600K900K1200K1500KSE +/- 10363.63, N = 15147776715248021. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

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 9.0Test: Read Random Write RandomsmokeEPYC 4124P @ DDR5-5200300K600K900K1200K1500KSE +/- 11016.21, N = 3118245412199681. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyEPYC 4124P @ DDR5-5200smoke0.57441.14881.72322.29762.872SE +/- 0.025, N = 62.5532.4771. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Apache IoTDB

Apache IotDB is a time series database and this benchmark is facilitated using the IoT Benchmaark [https://github.com/thulab/iot-benchmark/]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100smokeEPYC 4124P @ DDR5-52009M18M27M36M45MSE +/- 188707.13, N = 34262913943934008

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyEPYC 4124P @ DDR5-5200smoke40K80K120K160K200KSE +/- 1920.28, N = 61959052018901. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 4 - Buffer Length: 256 - Filter Length: 512EPYC 4124P @ DDR5-5200smoke16M32M48M64M80MSE +/- 769421.04, N = 572730800748270001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Speedb

Speedb is a next-generation key value storage engine that is RocksDB compatible and aiming for stability, efficiency, and performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Random Fill SyncsmokeEPYC 4124P @ DDR5-520017K34K51K68K85KSE +/- 389.36, N = 375683777811. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

HeFFTe - Highly Efficient FFT for Exascale

HeFFTe is the Highly Efficient FFT for Exascale software developed as part of the Exascale Computing Project. This test profile uses HeFFTe's built-in speed benchmarks under a variety of configuration options and currently catering to CPU/processor testing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.4Test: r2c - Backend: FFTW - Precision: double - X Y Z: 128smokeEPYC 4124P @ DDR5-520048121620SE +/- 0.18, N = 1516.7917.251. (CXX) g++ options: -O3

Node.js V8 Web Tooling Benchmark

Running the V8 project's Web-Tooling-Benchmark under Node.js. The Web-Tooling-Benchmark stresses JavaScript-related workloads common to web developers like Babel and TypeScript and Babylon. This test profile can test the system's JavaScript performance with Node.js. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkEPYC 4124P @ DDR5-5200smoke510152025SE +/- 0.21, N = 319.4920.01

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 4KsmokeEPYC 4124P @ DDR5-5200816243240SE +/- 0.42, N = 334.9235.851. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080psmokeEPYC 4124P @ DDR5-5200306090120150SE +/- 0.47, N = 7123.93127.231. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients/connections. HTTPS with a self-signed OpenSSL certificate is used by this test for local benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 1000EPYC 4124P @ DDR5-5200smoke9K18K27K36K45KSE +/- 247.36, N = 341180.8142274.331. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: HWB Color SpaceEPYC 4124P @ DDR5-5200smoke4080120160200SE +/- 0.33, N = 31901951. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lsharpyuv -lwebp -lwebpmux -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lzstd -llzma -lbz2 -lz -lm -lpthread -lgomp

Apache IoTDB

Apache IotDB is a time series database and this benchmark is facilitated using the IoT Benchmaark [https://github.com/thulab/iot-benchmark/]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400smokeEPYC 4124P @ DDR5-520010M20M30M40M50MSE +/- 415945.47, N = 34400586645117852

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 9.0Test: Read While WritingsmokeEPYC 4124P @ DDR5-5200200K400K600K800K1000KSE +/- 3157.59, N = 3110732111352611. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenFOAM

OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Execution TimeEPYC 4124P @ DDR5-5200smoke90180270360450432.88422.521. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUsmokeEPYC 4124P @ DDR5-52003K6K9K12K15KSE +/- 57.65, N = 312876.1213170.121. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Llama.cpp

Llama.cpp is a port of Facebook's LLaMA model in C/C++ developed by Georgi Gerganov. Llama.cpp allows the inference of LLaMA and other supported models in C/C++. For CPU inference Llama.cpp supports AVX2/AVX-512, ARM NEON, and other modern ISAs along with features like OpenBLAS usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b1808Model: llama-2-70b-chat.Q5_0.ggufEPYC 4124P @ DDR5-5200smoke0.21150.4230.63450.8461.0575SE +/- 0.00, N = 30.920.941. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -march=native -mtune=native -lopenblas

QMCPACK

QMCPACK is a modern high-performance open-source Quantum Monte Carlo (QMC) simulation code making use of MPI for this benchmark of the H20 example code. QMCPACK is an open-source production level many-body ab initio Quantum Monte Carlo code for computing the electronic structure of atoms, molecules, and solids. QMCPACK is supported by the U.S. Department of Energy. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Execution Time - Seconds, Fewer Is BetterQMCPACK 3.17.1Input: simple-H2OsmokeEPYC 4124P @ DDR5-520048121620SE +/- 0.06, N = 317.4117.051. (CXX) g++ options: -fopenmp -foffload=disable -finline-limit=1000 -fstrict-aliasing -funroll-all-loops -ffast-math -march=native -O3 -lm -ldl

Apache IoTDB

Apache IotDB is a time series database and this benchmark is facilitated using the IoT Benchmaark [https://github.com/thulab/iot-benchmark/]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400smokeEPYC 4124P @ DDR5-52007M14M21M28M35MSE +/- 143283.84, N = 33403830834724489

ASKAP

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - DegriddingsmokeEPYC 4124P @ DDR5-52006001200180024003000SE +/- 0.00, N = 32572.512623.961. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

Apache IoTDB

Apache IotDB is a time series database and this benchmark is facilitated using the IoT Benchmaark [https://github.com/thulab/iot-benchmark/]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400smokeEPYC 4124P @ DDR5-52002004006008001000SE +/- 6.01, N = 3877.36860.75MAX: 27805.56MAX: 28570.46

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400smokeEPYC 4124P @ DDR5-520090180270360450SE +/- 5.93, N = 3413.84406.06MAX: 27569.26MAX: 27165.87

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 1 - Buffer Length: 256 - Filter Length: 512EPYC 4124P @ DDR5-5200smoke4M8M12M16M20MSE +/- 229945.89, N = 318207667185480001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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 9.0Test: Random FillsmokeEPYC 4124P @ DDR5-5200200K400K600K800K1000KSE +/- 2258.54, N = 38470998629311. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenFOAM

OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Execution TimesmokeEPYC 4124P @ DDR5-520080016002400320040003712.443645.541. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

ASKAP

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve OpenMP - DegriddingEPYC 4124P @ DDR5-5200smoke6001200180024003000SE +/- 16.62, N = 152841.952894.091. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/ and https://github.com/OpenRadioss/ModelExchange/tree/main/Examples. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bumper BeamsmokeEPYC 4124P @ DDR5-520050100150200250SE +/- 0.17, N = 3214.44210.60

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Model Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.17Model: yolov4 - Device: CPU - Executor: ParallelsmokeEPYC 4124P @ DDR5-52001.10932.21863.32794.43725.5465SE +/- 0.01891, N = 34.842344.930351. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

Apache Hadoop

This is a benchmark of the Apache Hadoop making use of its built-in name-node throughput benchmark (NNThroughputBenchmark). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 100 - Files: 100000smokeEPYC 4124P @ DDR5-520014K28K42K56K70KSE +/- 547.65, N = 36506266234

Apache IoTDB

Apache IotDB is a time series database and this benchmark is facilitated using the IoT Benchmaark [https://github.com/thulab/iot-benchmark/]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100smokeEPYC 4124P @ DDR5-520010M20M30M40M50MSE +/- 147160.66, N = 34404272644828435

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients/connections. HTTPS with a self-signed OpenSSL certificate is used by this test for local benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500EPYC 4124P @ DDR5-5200smoke10K20K30K40K50KSE +/- 166.47, N = 345317.1646111.861. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

SPECFEM3D

simulates acoustic (fluid), elastic (solid), coupled acoustic/elastic, poroelastic or seismic wave propagation in any type of conforming mesh of hexahedra. This test profile currently relies on CPU-based execution for SPECFEM3D and using a variety of their built-in examples/models for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Mount St. HelenssmokeEPYC 4124P @ DDR5-520020406080100SE +/- 0.10, N = 391.0489.481. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

Apache IoTDB

Apache IotDB is a time series database and this benchmark is facilitated using the IoT Benchmaark [https://github.com/thulab/iot-benchmark/]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100smokeEPYC 4124P @ DDR5-52004080120160200SE +/- 0.62, N = 3169.95167.03MAX: 15358.81MAX: 17738.52

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific 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.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/pathtracer/real_timeEPYC 4124P @ DDR5-5200smoke20406080100SE +/- 0.27, N = 3105.66107.48

m-queens

A solver for the N-queens problem with multi-threading support via the OpenMP library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterm-queens 1.2Time To SolvesmokeEPYC 4124P @ DDR5-520020406080100SE +/- 0.04, N = 3107.10105.301. (CXX) g++ options: -fopenmp -O2 -march=native

MariaDB

This is a MariaDB MySQL database server benchmark making use of sysbench rather than the existing pts/mysqlslap test profile that uses MariaDB with mysqlslap/mariadb-slap as the benchmark driver. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.5Test: oltp_update_non_index - Threads: 64EPYC 4124P @ DDR5-5200smoke20K40K60K80K100KSE +/- 188.07, N = 31133481152111. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -shared -lrt -lpthread -lz -ldl -lm -lstdc++

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 6.8Build: allmodconfigsmokeEPYC 4124P @ DDR5-52006001200180024003000SE +/- 0.88, N = 32605.852563.91

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients/connections. HTTPS with a self-signed OpenSSL certificate is used by this test for local benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 200EPYC 4124P @ DDR5-5200smoke10K20K30K40K50KSE +/- 66.30, N = 347788.2448555.151. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

ClickHouse

ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ / https://github.com/ClickHouse/ClickBench/tree/main/clickhouse with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all separate queries performed as an aggregate. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second RunsmokeEPYC 4124P @ DDR5-52004080120160200SE +/- 0.19, N = 3162.78165.39MIN: 5.26 / MAX: 10000MIN: 5.27 / MAX: 10000

ACES DGEMM

This is a multi-threaded DGEMM benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RatesmokeEPYC 4124P @ DDR5-52000.48640.97281.45921.94562.432SE +/- 0.006425, N = 32.1279662.1617951. (CC) gcc options: -O3 -march=native -fopenmp

srsRAN Project

srsRAN Project is a complete ORAN-native 5G RAN solution created by Software Radio Systems (SRS). The srsRAN Project radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput ThreadEPYC 4124P @ DDR5-5200smoke2004006008001000SE +/- 5.88, N = 91023.81039.41. (CXX) g++ options: -O3 -march=native -mavx2 -mavx -msse4.1 -mfma -mavx512f -mavx512cd -mavx512bw -mavx512dq -fno-trapping-math -fno-math-errno -ldl

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Model Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.17Model: bertsquad-12 - Device: CPU - Executor: ParallelsmokeEPYC 4124P @ DDR5-5200246810SE +/- 0.05918, N = 36.432666.530461. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

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 6.8Build: defconfigsmokeEPYC 4124P @ DDR5-52004080120160200SE +/- 0.30, N = 3185.18182.46

SPECFEM3D

simulates acoustic (fluid), elastic (solid), coupled acoustic/elastic, poroelastic or seismic wave propagation in any type of conforming mesh of hexahedra. This test profile currently relies on CPU-based execution for SPECFEM3D and using a variety of their built-in examples/models for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Tomographic ModelsmokeEPYC 4124P @ DDR5-520020406080100SE +/- 0.34, N = 391.8990.581. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Model Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.17Model: super-resolution-10 - Device: CPU - Executor: ParallelEPYC 4124P @ DDR5-5200smoke1122334455SE +/- 0.32, N = 1546.5947.241. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Decompression SpeedsmokeEPYC 4124P @ DDR5-5200400800120016002000SE +/- 0.57, N = 31785.41810.31. (CC) gcc options: -O3 -pthread -lz -llzma

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: SwirlEPYC 4124P @ DDR5-5200smoke1632486480SE +/- 0.33, N = 372731. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lsharpyuv -lwebp -lwebpmux -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lzstd -llzma -lbz2 -lz -lm -lpthread -lgomp

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 500 - Mode: Read WritesmokeEPYC 4124P @ DDR5-52004K8K12K16K20KSE +/- 9.63, N = 319139193931. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average LatencysmokeEPYC 4124P @ DDR5-5200612182430SE +/- 0.01, N = 326.1225.781. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PyTorch

This is a benchmark of PyTorch making use of pytorch-benchmark [https://github.com/LukasHedegaard/pytorch-benchmark]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 64 - Model: ResNet-50EPYC 4124P @ DDR5-5200smoke612182430SE +/- 0.23, N = 1223.0423.34MIN: 15.25 / MAX: 23.79MIN: 22.94 / MAX: 23.52

SPECFEM3D

simulates acoustic (fluid), elastic (solid), coupled acoustic/elastic, poroelastic or seismic wave propagation in any type of conforming mesh of hexahedra. This test profile currently relies on CPU-based execution for SPECFEM3D and using a variety of their built-in examples/models for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Layered HalfspacesmokeEPYC 4124P @ DDR5-520050100150200250SE +/- 0.46, N = 3241.06237.981. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

PETSc

PETSc, the Portable, Extensible Toolkit for Scientific Computation, is for the scalable (parallel) solution of scientific applications modeled by partial differential equations. This test profile runs the PETSc "make streams" benchmark and records the throughput rate when all available cores are utilized for the MPI Streams build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterPETSc 3.19Test: StreamsEPYC 4124P @ DDR5-5200smoke3K6K9K12K15KSE +/- 123.57, N = 315733.6515935.171. (CC) gcc options: -fPIC -O3 -O2 -lpthread -ludev -lpciaccess -lm

Apache HTTP Server

This is a test of the Apache HTTPD web server. This Apache HTTPD web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.56Concurrent Requests: 1000smokeEPYC 4124P @ DDR5-520010K20K30K40K50KSE +/- 326.47, N = 348039.1548650.301. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: RotateEPYC 4124P @ DDR5-5200smoke4080120160200SE +/- 0.00, N = 31581601. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lsharpyuv -lwebp -lwebpmux -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lzstd -llzma -lbz2 -lz -lm -lpthread -lgomp

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPUsmokeEPYC 4124P @ DDR5-5200306090120150SE +/- 1.16, N = 9138.84140.591. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

CockroachDB

CockroachDB is a cloud-native, distributed SQL database for data intensive applications. This test profile uses a server-less CockroachDB configuration to test various Coackroach workloads on the local host with a single node. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128EPYC 4124P @ DDR5-5200smoke8K16K24K32K40KSE +/- 88.19, N = 338555.539041.2

Speedb

Speedb is a next-generation key value storage engine that is RocksDB compatible and aiming for stability, efficiency, and performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Update RandomsmokeEPYC 4124P @ DDR5-520090K180K270K360K450KSE +/- 3374.72, N = 34091904143351. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Machine Translation EN To DE FP16 - Device: CPUsmokeEPYC 4124P @ DDR5-52001020304050SE +/- 0.49, N = 443.7344.271. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

QuantLib

QuantLib is an open-source library/framework around quantitative finance for modeling, trading and risk management scenarios. QuantLib is written in C++ with Boost and its built-in benchmark used reports the QuantLib Benchmark Index benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.32Configuration: Single-ThreadedsmokeEPYC 4124P @ DDR5-52009001800270036004500SE +/- 29.23, N = 34230.04281.81. (CXX) g++ options: -O3 -march=native -fPIE -pie

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Model Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.17Model: ResNet50 v1-12-int8 - Device: CPU - Executor: ParallelsmokeEPYC 4124P @ DDR5-52004080120160200SE +/- 0.68, N = 3172.31174.411. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KsmokeEPYC 4124P @ DDR5-52003691215SE +/- 0.04, N = 311.5211.661. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Coremark

This is a test of EEMBC CoreMark processor benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondsmokeEPYC 4124P @ DDR5-520050K100K150K200K250KSE +/- 165.60, N = 3251757.05254797.571. (CC) gcc options: -O2 -lrt" -lrt

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Machine Translation EN To DE FP16 - Device: CPUsmokeEPYC 4124P @ DDR5-520020406080100SE +/- 0.99, N = 491.4290.33MIN: 81.93 / MAX: 97.73MIN: 51.71 / MAX: 101.441. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Dragonflydb

Dragonfly is an open-source database server that is a "modern Redis replacement" that aims to be the fastest memory store while being compliant with the Redis and Memcached protocols. For benchmarking Dragonfly, Memtier_benchmark is used as a NoSQL Redis/Memcache traffic generation plus benchmarking tool developed by Redis Labs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 10 - Set To Get Ratio: 1:10smokeEPYC 4124P @ DDR5-5200600K1200K1800K2400K3000KSE +/- 20699.41, N = 32598346.062629619.361. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPUsmokeEPYC 4124P @ DDR5-5200714212835SE +/- 0.23, N = 928.7728.43MIN: 23.62 / MAX: 34.6MIN: 16.13 / MAX: 41.371. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Timed Mesa Compilation

This test profile times how long it takes to compile Mesa with Meson/Ninja. For minimizing build dependencies and avoid versioning conflicts, test this is just the core Mesa build without LLVM or the extra Gallium3D/Mesa drivers enabled. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Mesa Compilation 24.0Time To CompilesmokeEPYC 4124P @ DDR5-52001224364860SE +/- 0.12, N = 352.5951.97

ASKAP

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve MT - GriddingsmokeEPYC 4124P @ DDR5-520030060090012001500SE +/- 1.72, N = 31311.611327.141. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

BRL-CAD

BRL-CAD is a cross-platform, open-source solid modeling system with built-in benchmark mode. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.38.2VGR Performance MetricsmokeEPYC 4124P @ DDR5-520020K40K60K80K100K1143161156531. (CXX) g++ options: -std=c++17 -pipe -fvisibility=hidden -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -ltcl8.6 -lnetpbm -lregex_brl -lz_brl -lassimp -ldl -lm -ltk8.6

MariaDB

This is a MariaDB MySQL database server benchmark making use of sysbench rather than the existing pts/mysqlslap test profile that uses MariaDB with mysqlslap/mariadb-slap as the benchmark driver. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.5Test: oltp_update_non_index - Threads: 32EPYC 4124P @ DDR5-5200smoke30K60K90K120K150KSE +/- 238.60, N = 31314651329991. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -shared -lrt -lpthread -lz -ldl -lm -lstdc++

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/ and https://github.com/OpenRadioss/ModelExchange/tree/main/Examples. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal InstallationsmokeEPYC 4124P @ DDR5-520060120180240300SE +/- 0.45, N = 3257.78254.88

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Compression SpeedsmokeEPYC 4124P @ DDR5-52003691215SE +/- 0.04, N = 38.909.001. (CC) gcc options: -O3 -pthread -lz -llzma

SPECFEM3D

simulates acoustic (fluid), elastic (solid), coupled acoustic/elastic, poroelastic or seismic wave propagation in any type of conforming mesh of hexahedra. This test profile currently relies on CPU-based execution for SPECFEM3D and using a variety of their built-in examples/models for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Water-layered HalfspacesmokeEPYC 4124P @ DDR5-520050100150200250SE +/- 0.51, N = 3216.89214.491. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: 20k AtomssmokeEPYC 4124P @ DDR5-52001.07552.1513.22654.3025.3775SE +/- 0.008, N = 34.7274.7801. (CXX) g++ options: -O3 -lm -ldl

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 TimesEPYC 4124P @ DDR5-5200smoke120240360480600SE +/- 3.40, N = 4552546

Timed Wasmer Compilation

This test times how long it takes to compile Wasmer. Wasmer is written in the Rust programming language and is a WebAssembly runtime implementation that supports WASI and EmScripten. This test profile builds Wasmer with the Cranelift and Singlepast compiler features enabled. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 2.3Time To CompilesmokeEPYC 4124P @ DDR5-52001326395265SE +/- 0.39, N = 360.1159.471. (CC) gcc options: -m64 -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc -pie -nodefaultlibs

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Decompression SpeedEPYC 4124P @ DDR5-5200smoke5001000150020002500SE +/- 9.44, N = 32206.82230.61. (CC) gcc options: -O3 -pthread -lz -llzma

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 104 104 104 - RT: 60EPYC 4124P @ DDR5-5200smoke246810SE +/- 0.00245, N = 36.902826.975171. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

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 4.1Blend File: BMW27 - Compute: CPU-OnlysmokeEPYC 4124P @ DDR5-520050100150200250SE +/- 0.26, N = 3208.34206.18

Llamafile

Mozilla's Llamafile allows distributing and running large language models (LLMs) as a single file. Llamafile aims to make open-source LLMs more accessible to developers and users. Llamafile supports a variety of models, CPUs and GPUs, and other options. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.6Test: llava-v1.5-7b-q4 - Acceleration: CPUEPYC 4124P @ DDR5-5200smoke3691215SE +/- 0.01, N = 310.5710.68

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: ATPase with 327,506 AtomssmokeEPYC 4124P @ DDR5-52000.20180.40360.60540.80721.009SE +/- 0.00275, N = 30.887560.89678

Timed CPython Compilation

This test times how long it takes to build the reference Python implementation, CPython, with optimizations and LTO enabled for a release build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed CPython Compilation 3.10.6Build Configuration: DefaultsmokeEPYC 4124P @ DDR5-520061218243023.4423.20

MariaDB

This is a MariaDB MySQL database server benchmark making use of sysbench rather than the existing pts/mysqlslap test profile that uses MariaDB with mysqlslap/mariadb-slap as the benchmark driver. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.5Test: oltp_read_write - Threads: 32smokeEPYC 4124P @ DDR5-520020K40K60K80K100KSE +/- 140.46, N = 384225850781. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -shared -lrt -lpthread -lz -ldl -lm -lstdc++

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Rainbow Colors and Prism - Acceleration: CPUEPYC 4124P @ DDR5-5200smoke246810SE +/- 0.01, N = 35.956.01MIN: 5.75 / MAX: 5.99MIN: 5.8 / MAX: 6.03

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: CPUsmokeEPYC 4124P @ DDR5-52000.22730.45460.68190.90921.1365SE +/- 0.00, N = 31.001.01MIN: 0.25 / MAX: 1.29MIN: 0.25 / MAX: 1.3

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 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUsmokeEPYC 4124P @ DDR5-520017K34K51K68K85KSE +/- 181.95, N = 37712376379

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression SpeedsmokeEPYC 4124P @ DDR5-52005001000150020002500SE +/- 1.51, N = 32263.72285.31. (CC) gcc options: -O3 -pthread -lz -llzma

JPEG-XL libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL libjxl 0.10.1Input: JPEG - Quality: 90EPYC 4124P @ DDR5-5200smoke510152025SE +/- 0.07, N = 322.7122.921. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

OpenFOAM

OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Mesh TimeEPYC 4124P @ DDR5-5200smoke112233445550.9050.441. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

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 6.1Time To CompilesmokeEPYC 4124P @ DDR5-520020406080100SE +/- 0.07, N = 380.3179.58

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: MediumsmokeEPYC 4124P @ DDR5-5200246810SE +/- 0.01, N = 36.586.641. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

ClickHouse

ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ / https://github.com/ClickHouse/ClickBench/tree/main/clickhouse with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all separate queries performed as an aggregate. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold CachesmokeEPYC 4124P @ DDR5-5200306090120150SE +/- 1.34, N = 3154.32155.72MIN: 5.18 / MAX: 10000MIN: 5.21 / MAX: 8571.43

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Model Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.17Model: CaffeNet 12-int8 - Device: CPU - Executor: StandardEPYC 4124P @ DDR5-5200smoke110220330440550SE +/- 3.97, N = 12481.49485.851. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Ultra FastsmokeEPYC 4124P @ DDR5-520020406080100SE +/- 0.06, N = 676.6677.35

Parallel BZIP2 Compression

This test measures the time needed to compress a file (FreeBSD-13.0-RELEASE-amd64-memstick.img) using Parallel BZIP2 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterParallel BZIP2 Compression 1.1.13FreeBSD-13.0-RELEASE-amd64-memstick.img CompressionsmokeEPYC 4124P @ DDR5-52003691215SE +/- 0.09, N = 511.2011.101. (CXX) g++ options: -O2 -pthread -lbz2 -lpthread

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 4.1Blend File: Fishy Cat - Compute: CPU-OnlysmokeEPYC 4124P @ DDR5-520060120180240300SE +/- 0.25, N = 3258.36256.10

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.3Algorithm: RSA4096smokeEPYC 4124P @ DDR5-52008001600240032004000SE +/- 5.33, N = 33705.93738.51. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Compression SpeedEPYC 4124P @ DDR5-5200smoke306090120150SE +/- 0.15, N = 3114.3115.31. (CC) gcc options: -O3 -pthread -lz -llzma

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 2.16.1Device: CPU - Batch Size: 1 - Model: GoogLeNetsmokeEPYC 4124P @ DDR5-5200918273645SE +/- 0.04, N = 739.0439.38

Z3 Theorem Prover

The Z3 Theorem Prover / SMT solver is developed by Microsoft Research under the MIT license. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterZ3 Theorem Prover 4.12.1SMT File: 2.smt2EPYC 4124P @ DDR5-5200smoke1326395265SE +/- 0.22, N = 356.8656.371. (CXX) g++ options: -lpthread -std=c++17 -fvisibility=hidden -mfpmath=sse -msse -msse2 -O3 -fPIC

MariaDB

This is a MariaDB MySQL database server benchmark making use of sysbench rather than the existing pts/mysqlslap test profile that uses MariaDB with mysqlslap/mariadb-slap as the benchmark driver. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.5Test: oltp_update_index - Threads: 64smokeEPYC 4124P @ DDR5-520020K40K60K80K100KSE +/- 107.36, N = 31002231010871. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -shared -lrt -lpthread -lz -ldl -lm -lstdc++

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 8.3.4Time To CompilesmokeEPYC 4124P @ DDR5-520020406080100SE +/- 0.04, N = 386.5385.80

ASKAP

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - GriddingsmokeEPYC 4124P @ DDR5-52007001400210028003500SE +/- 26.67, N = 33199.953226.621. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Compression SpeedEPYC 4124P @ DDR5-5200smoke70140210280350SE +/- 0.98, N = 3330.3333.01. (CC) gcc options: -O3 -pthread -lz -llzma

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/ and https://github.com/OpenRadioss/ModelExchange/tree/main/Examples. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bird Strike on WindshieldEPYC 4124P @ DDR5-5200smoke80160240320400SE +/- 0.92, N = 3390.30387.18

SVT-HEVC

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080psmokeEPYC 4124P @ DDR5-520020406080100SE +/- 0.07, N = 692.2893.011. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

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 1.0Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUsmokeEPYC 4124P @ DDR5-520020K40K60K80K100KSE +/- 134.02, N = 37852277907

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 4.1Blend File: Classroom - Compute: CPU-OnlysmokeEPYC 4124P @ DDR5-5200110220330440550SE +/- 0.71, N = 3523.73519.82

Speedb

Speedb is a next-generation key value storage engine that is RocksDB compatible and aiming for stability, efficiency, and performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Read Random Write RandomsmokeEPYC 4124P @ DDR5-5200300K600K900K1200K1500KSE +/- 5732.94, N = 3131396713236851. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Model Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.17Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: ParallelsmokeEPYC 4124P @ DDR5-52001020304050SE +/- 0.02, N = 341.7342.041. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

LULESH

LULESH is the Livermore Unstructured Lagrangian Explicit Shock Hydrodynamics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.3EPYC 4124P @ DDR5-5200smoke400800120016002000SE +/- 3.30, N = 81832.991846.401. (CXX) g++ options: -O3 -fopenmp -lm -lmpi_cxx -lmpi

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 21.7.2Time To CompilesmokeEPYC 4124P @ DDR5-520030060090012001500SE +/- 0.89, N = 31454.831444.31

Memcached

Memcached is a high performance, distributed memory object caching system. This Memcached test profiles makes use of memtier_benchmark for excuting this CPU/memory-focused server benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:100smokeEPYC 4124P @ DDR5-5200200K400K600K800K1000KSE +/- 1131.60, N = 31061151.621068869.521. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: Rhodopsin ProteinsmokeEPYC 4124P @ DDR5-52001.03912.07823.11734.15645.1955SE +/- 0.003, N = 84.5854.6181. (CXX) g++ options: -O3 -lm -ldl

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 9.0Test: Update RandomsmokeEPYC 4124P @ DDR5-5200100K200K300K400K500KSE +/- 2398.03, N = 34755864789801. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: ResizingEPYC 4124P @ DDR5-5200smoke306090120150SE +/- 0.00, N = 31421431. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lsharpyuv -lwebp -lwebpmux -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lzstd -llzma -lbz2 -lz -lm -lpthread -lgomp

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: MediumsmokeEPYC 4124P @ DDR5-52001.00582.01163.01744.02325.029SE +/- 0.01, N = 34.444.47

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Decompression SpeedEPYC 4124P @ DDR5-5200smoke5001000150020002500SE +/- 1.61, N = 32219.12234.01. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression SpeedEPYC 4124P @ DDR5-5200smoke48121620SE +/- 0.18, N = 314.915.01. (CC) gcc options: -O3 -pthread -lz -llzma

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16 - Device: CPUEPYC 4124P @ DDR5-5200smoke1.01932.03863.05794.07725.0965SE +/- 0.01, N = 34.534.50MIN: 2.48 / MAX: 9.87MIN: 2.45 / MAX: 14.111. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 4.1Blend File: Pabellon Barcelona - Compute: CPU-OnlysmokeEPYC 4124P @ DDR5-5200140280420560700SE +/- 0.83, N = 3652.53648.21

GPAW

GPAW is a density-functional theory (DFT) Python code based on the projector-augmented wave (PAW) method and the atomic simulation environment (ASE). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 23.6Input: Carbon NanotubesmokeEPYC 4124P @ DDR5-520070140210280350SE +/- 0.42, N = 3320.79318.671. (CC) gcc options: -shared -fwrapv -O2 -lxc -lblas -lmpi

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16 - Device: CPUEPYC 4124P @ DDR5-5200smoke2004006008001000SE +/- 2.00, N = 3879.05884.841. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra FastsmokeEPYC 4124P @ DDR5-520048121620SE +/- 0.03, N = 316.7516.86

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection FP16-INT8 - Device: CPUEPYC 4124P @ DDR5-5200smoke130260390520650SE +/- 0.48, N = 3585.23581.53MIN: 563.46 / MAX: 593.11MIN: 566.88 / MAX: 592.741. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyEPYC 4124P @ DDR5-5200smoke110220330440550514.70511.48

Llamafile

Mozilla's Llamafile allows distributing and running large language models (LLMs) as a single file. Llamafile aims to make open-source LLMs more accessible to developers and users. Llamafile supports a variety of models, CPUs and GPUs, and other options. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.6Test: mistral-7b-instruct-v0.2.Q8_0 - Acceleration: CPUsmokeEPYC 4124P @ DDR5-5200246810SE +/- 0.01, N = 36.366.40

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: MediumsmokeEPYC 4124P @ DDR5-5200612182430SE +/- 0.03, N = 324.1424.29

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CEPYC 4124P @ DDR5-5200smoke6K12K18K24K30KSE +/- 7.85, N = 326610.4926772.721. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

ClickHouse

ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ / https://github.com/ClickHouse/ClickBench/tree/main/clickhouse with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all separate queries performed as an aggregate. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third RunsmokeEPYC 4124P @ DDR5-52004080120160200SE +/- 0.26, N = 3167.40168.41MIN: 5.23 / MAX: 8571.43MIN: 5.2 / MAX: 10000

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 1080p - Video Preset: FastersmokeEPYC 4124P @ DDR5-5200612182430SE +/- 0.02, N = 327.1927.351. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Face Detection FP16-INT8 - Device: CPUEPYC 4124P @ DDR5-5200smoke246810SE +/- 0.01, N = 36.816.851. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 4K - Video Preset: FastersmokeEPYC 4124P @ DDR5-5200246810SE +/- 0.002, N = 37.6977.7421. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

GNU Octave Benchmark

This test profile measures how long it takes to complete several reference GNU Octave files via octave-benchmark. GNU Octave is used for numerical computations and is an open-source alternative to MATLAB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 8.4.0smokeEPYC 4124P @ DDR5-52001.33072.66143.99215.32286.6535SE +/- 0.012, N = 75.9145.880

QuantLib

QuantLib is an open-source library/framework around quantitative finance for modeling, trading and risk management scenarios. QuantLib is written in C++ with Boost and its built-in benchmark used reports the QuantLib Benchmark Index benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.32Configuration: Multi-ThreadedsmokeEPYC 4124P @ DDR5-52005K10K15K20K25KSE +/- 39.28, N = 322101.222228.01. (CXX) g++ options: -O3 -march=native -fPIE -pie

MariaDB mariadb-slap

This is a MariaDB MySQL database server benchmark making use of mysqlslap (mariadb-slap). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB mariadb-slap 11.5Clients: 64smokeEPYC 4124P @ DDR5-52002004006008001000SE +/- 2.10, N = 38738781. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -shared -lrt -lpthread -lz -ldl -lm -lstdc++

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Model Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.17Model: GPT-2 - Device: CPU - Executor: ParallelEPYC 4124P @ DDR5-5200smoke20406080100SE +/- 0.12, N = 3107.58108.201. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Detection FP32 - Device: CPUEPYC 4124P @ DDR5-5200smoke714212835SE +/- 0.06, N = 331.5931.771. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 4KsmokeEPYC 4124P @ DDR5-52001020304050SE +/- 0.04, N = 445.7045.961. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Apache Hadoop

This is a benchmark of the Apache Hadoop making use of its built-in name-node throughput benchmark (NNThroughputBenchmark). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 500 - Files: 100000EPYC 4124P @ DDR5-5200smoke12K24K36K48K60KSE +/- 349.79, N = 35428454585

Llamafile

Mozilla's Llamafile allows distributing and running large language models (LLMs) as a single file. Llamafile aims to make open-source LLMs more accessible to developers and users. Llamafile supports a variety of models, CPUs and GPUs, and other options. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.6Test: wizardcoder-python-34b-v1.0.Q6_K - Acceleration: CPUEPYC 4124P @ DDR5-5200smoke0.40950.8191.22851.6382.0475SE +/- 0.00, N = 31.811.82

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 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUsmokeEPYC 4124P @ DDR5-520020K40K60K80K100KSE +/- 186.30, N = 39138690885

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Detection FP32 - Device: CPUEPYC 4124P @ DDR5-5200smoke306090120150SE +/- 0.18, N = 3126.50125.81MIN: 102.39 / MAX: 136.9MIN: 63 / MAX: 137.411. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 4K - Video Preset: FastsmokeEPYC 4124P @ DDR5-52000.7451.492.2352.983.725SE +/- 0.004, N = 33.2933.3111. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

RNNoise

RNNoise is a recurrent neural network for audio noise reduction developed by Mozilla and Xiph.Org. This test profile is a single-threaded test measuring the time to denoise a sample 26 minute long 16-bit RAW audio file using this recurrent neural network noise suppression library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 0.2Input: 26 Minute Long Talking SamplesmokeEPYC 4124P @ DDR5-5200246810SE +/- 0.016, N = 67.5667.5251. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

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 1.0Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUsmokeEPYC 4124P @ DDR5-520030K60K90K120K150KSE +/- 575.91, N = 3153006152187

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: BlowfishsmokeEPYC 4124P @ DDR5-52003K6K9K12K15KSE +/- 1.00, N = 311757118191. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -lm -lrt -lz -ldl -lcrypt -lbz2

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 1.0Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUsmokeEPYC 4124P @ DDR5-520010002000300040005000SE +/- 7.84, N = 346864662

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression SpeedsmokeEPYC 4124P @ DDR5-5200400800120016002000SE +/- 6.89, N = 31895.01904.71. (CC) gcc options: -O3 -pthread -lz -llzma

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 2.16.1Device: CPU - Batch Size: 32 - Model: AlexNetsmokeEPYC 4124P @ DDR5-520020406080100SE +/- 0.05, N = 3100.06100.57

Speedb

Speedb is a next-generation key value storage engine that is RocksDB compatible and aiming for stability, efficiency, and performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Random FillEPYC 4124P @ DDR5-5200smoke160K320K480K640K800KSE +/- 1759.75, N = 37586167624821. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16 - Device: CPUsmokeEPYC 4124P @ DDR5-5200918273645SE +/- 0.22, N = 337.4937.30MIN: 30.14 / MAX: 46.04MIN: 30.15 / MAX: 46.261. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16 - Device: CPUsmokeEPYC 4124P @ DDR5-520020406080100SE +/- 0.63, N = 3106.55107.081. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, LosslessEPYC 4124P @ DDR5-5200smoke0.45680.91361.37041.82722.284SE +/- 0.01, N = 42.022.031. (CC) gcc options: -fvisibility=hidden -O2 -lm

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: STMV with 1,066,628 AtomssmokeEPYC 4124P @ DDR5-52000.06170.12340.18510.24680.3085SE +/- 0.00019, N = 30.272900.27425

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 6.0Mode: CPUsmokeEPYC 4124P @ DDR5-52002K4K6K8K10KSE +/- 5.33, N = 31118311238

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 1080p - Video Preset: FastsmokeEPYC 4124P @ DDR5-52003691215SE +/- 0.02, N = 311.3711.431. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

SVT-HEVC

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080psmokeEPYC 4124P @ DDR5-52004080120160200SE +/- 0.16, N = 9192.00192.921. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

easyWave

The easyWave software allows simulating tsunami generation and propagation in the context of early warning systems. EasyWave supports making use of OpenMP for CPU multi-threading and there are also GPU ports available but not currently incorporated as part of this test profile. The easyWave tsunami generation software is run with one of the example/reference input files for measuring the CPU execution time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BettereasyWave r34Input: e2Asean Grid + BengkuluSept2007 Source - Time: 240EPYC 4124P @ DDR5-5200smoke246810SE +/- 0.019, N = 67.5567.5201. (CXX) g++ options: -O3 -fopenmp

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs (and GPUs via SYCL) and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: CrownsmokeEPYC 4124P @ DDR5-5200246810SE +/- 0.0041, N = 37.80147.8383MIN: 7.74 / MAX: 7.98MIN: 7.77 / MAX: 8.03

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.3Algorithm: RSA4096smokeEPYC 4124P @ DDR5-520020K40K60K80K100KSE +/- 24.26, N = 396005.896458.71. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

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 4.1Blend File: Junkshop - Compute: CPU-OnlysmokeEPYC 4124P @ DDR5-520060120180240300SE +/- 0.62, N = 3284.11282.78

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.1Blend File: Barbershop - Compute: CPU-OnlysmokeEPYC 4124P @ DDR5-5200400800120016002000SE +/- 1.15, N = 31923.651914.77

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080psmokeEPYC 4124P @ DDR5-52001326395265SE +/- 0.16, N = 558.3558.621. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16 - Device: CPUEPYC 4124P @ DDR5-5200smoke48121620SE +/- 0.05, N = 317.4617.38MIN: 8.04 / MAX: 25.29MIN: 8.65 / MAX: 29.931. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CsmokeEPYC 4124P @ DDR5-52005K10K15K20K25KSE +/- 13.18, N = 322215.3922316.951. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

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 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUsmokeEPYC 4124P @ DDR5-520012002400360048006000SE +/- 0.33, N = 354975472

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUsmokeEPYC 4124P @ DDR5-520040K80K120K160K200KSE +/- 162.34, N = 3178542177735

MariaDB mariadb-slap

This is a MariaDB MySQL database server benchmark making use of mysqlslap (mariadb-slap). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB mariadb-slap 11.5Clients: 128smokeEPYC 4124P @ DDR5-5200100200300400500SE +/- 0.18, N = 34474491. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -shared -lrt -lpthread -lz -ldl -lm -lstdc++

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: MediumsmokeEPYC 4124P @ DDR5-5200918273645SE +/- 0.03, N = 339.6939.861. (CXX) g++ options: -O3 -flto -pthread

Memcached

Memcached is a high performance, distributed memory object caching system. This Memcached test profiles makes use of memtier_benchmark for excuting this CPU/memory-focused server benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:10smokeEPYC 4124P @ DDR5-5200200K400K600K800K1000KSE +/- 2338.48, N = 31112711.411117437.501. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16 - Device: CPUEPYC 4124P @ DDR5-5200smoke50100150200250SE +/- 0.62, N = 3228.81229.761. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/ and https://github.com/OpenRadioss/ModelExchange/tree/main/Examples. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: INIVOL and Fluid Structure Interaction Drop ContainersmokeEPYC 4124P @ DDR5-52002004006008001000SE +/- 1.30, N = 3790.15786.89

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BsmokeEPYC 4124P @ DDR5-52002K4K6K8K10KSE +/- 3.80, N = 39844.549885.321. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx265 - Scenario: LivesmokeEPYC 4124P @ DDR5-5200306090120150SE +/- 0.04, N = 3140.45141.031. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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 2.16.1Device: CPU - Batch Size: 1 - Model: ResNet-50EPYC 4124P @ DDR5-5200smoke3691215SE +/- 0.01, N = 412.1812.23

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 12 - Input: Bosphorus 1080pEPYC 4124P @ DDR5-5200smoke70140210280350SE +/- 0.40, N = 11313.43314.711. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Timed LLVM Compilation

This test times how long it takes to compile/build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Unix MakefilessmokeEPYC 4124P @ DDR5-520030060090012001500SE +/- 1.10, N = 31267.911262.91

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 16 - Buffer Length: 256 - Filter Length: 512smokeEPYC 4124P @ DDR5-520020M40M60M80M100MSE +/- 125033.33, N = 31065400001069600001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Timed Gem5 Compilation

This test times how long it takes to compile Gem5. Gem5 is a simulator for computer system architecture research. Gem5 is widely used for computer architecture research within the industry, academia, and more. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 23.0.1Time To CompilesmokeEPYC 4124P @ DDR5-52002004006008001000SE +/- 0.48, N = 3790.96787.86

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: MediumsmokeEPYC 4124P @ DDR5-5200816243240SE +/- 0.03, N = 435.9636.101. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100EPYC 4124P @ DDR5-5200smoke48121620SE +/- 0.05, N = 1515.7315.791. (CC) gcc options: -fvisibility=hidden -O2 -lm

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6smokeEPYC 4124P @ DDR5-52003691215SE +/- 0.010, N = 59.5079.4711. (CXX) g++ options: -O3 -fPIC -lm

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Detection FP16 - Device: CPUsmokeEPYC 4124P @ DDR5-5200714212835SE +/- 0.14, N = 331.5931.711. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Re-Identification Retail FP16 - Device: CPUsmokeEPYC 4124P @ DDR5-5200246810SE +/- 0.01, N = 37.997.96MIN: 4.48 / MAX: 18.69MIN: 4.52 / MAX: 22.421. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CEPYC 4124P @ DDR5-5200smoke2004006008001000SE +/- 7.98, N = 5781.24784.171. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 16 - Buffer Length: 256 - Filter Length: 32smokeEPYC 4124P @ DDR5-520080M160M240M320M400MSE +/- 104774.89, N = 33703400003717133331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Timed CPython Compilation

This test times how long it takes to build the reference Python implementation, CPython, with optimizations and LTO enabled for a release build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed CPython Compilation 3.10.6Build Configuration: Released Build, PGO + LTO OptimizedsmokeEPYC 4124P @ DDR5-520050100150200250234.12233.27

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.3Algorithm: SHA512smokeEPYC 4124P @ DDR5-5200600M1200M1800M2400M3000MSE +/- 3598429.85, N = 3287696512028874161571. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 800 - Mode: Read OnlysmokeEPYC 4124P @ DDR5-520040K80K120K160K200KSE +/- 2208.37, N = 41808811815321. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx265 - Scenario: PlatformsmokeEPYC 4124P @ DDR5-52001224364860SE +/- 0.02, N = 350.9351.111. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.DsmokeEPYC 4124P @ DDR5-520030060090012001500SE +/- 5.04, N = 31202.871207.101. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

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 9.0Test: Random Fill SyncsmokeEPYC 4124P @ DDR5-520011K22K33K44K55KSE +/- 133.22, N = 351088512671. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Re-Identification Retail FP16 - Device: CPUsmokeEPYC 4124P @ DDR5-5200110220330440550SE +/- 0.38, N = 3498.31500.051. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

MariaDB

This is a MariaDB MySQL database server benchmark making use of sysbench rather than the existing pts/mysqlslap test profile that uses MariaDB with mysqlslap/mariadb-slap as the benchmark driver. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.5Test: oltp_write_only - Threads: 32EPYC 4124P @ DDR5-5200smoke40K80K120K160K200KSE +/- 266.84, N = 31895931902551. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -shared -lrt -lpthread -lz -ldl -lm -lstdc++

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 8 - Input: Bosphorus 4KEPYC 4124P @ DDR5-5200smoke612182430SE +/- 0.06, N = 324.8724.961. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-HEVC

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 4KsmokeEPYC 4124P @ DDR5-5200714212835SE +/- 0.03, N = 329.7229.821. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx265 - Scenario: UploadsmokeEPYC 4124P @ DDR5-5200612182430SE +/- 0.01, N = 324.3424.421. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

SVT-HEVC

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080psmokeEPYC 4124P @ DDR5-5200246810SE +/- 0.00, N = 36.096.111. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Detection FP16 - Device: CPUsmokeEPYC 4124P @ DDR5-5200306090120150SE +/- 0.57, N = 3126.47126.06MIN: 103.51 / MAX: 136.75MIN: 63.05 / MAX: 145.091. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 800 - Mode: Read Only - Average LatencysmokeEPYC 4124P @ DDR5-52000.99521.99042.98563.98084.976SE +/- 0.054, N = 44.4234.4091. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Vehicle Bike Detection FP16 - Device: CPUEPYC 4124P @ DDR5-5200smoke90180270360450SE +/- 0.95, N = 3391.89393.131. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: bcryptsmokeEPYC 4124P @ DDR5-52003K6K9K12K15KSE +/- 3.71, N = 311781118181. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -lm -lrt -lz -ldl -lcrypt -lbz2

Pennant

Pennant is an application focused on hydrodynamics on general unstructured meshes in 2D. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: sedovbigEPYC 4124P @ DDR5-5200smoke20406080100SE +/- 0.09, N = 380.1179.861. (CXX) g++ options: -fopenmp -lmpi_cxx -lmpi

MariaDB

This is a MariaDB MySQL database server benchmark making use of sysbench rather than the existing pts/mysqlslap test profile that uses MariaDB with mysqlslap/mariadb-slap as the benchmark driver. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.5Test: oltp_update_index - Threads: 32EPYC 4124P @ DDR5-5200smoke20K40K60K80K100KSE +/- 61.55, N = 31163131166761. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -shared -lrt -lpthread -lz -ldl -lm -lstdc++

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 8 - Buffer Length: 256 - Filter Length: 512smokeEPYC 4124P @ DDR5-520020M40M60M80M100MSE +/- 20275.88, N = 31068500001071833331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16-INT8 - Device: CPUEPYC 4124P @ DDR5-5200smoke0.72681.45362.18042.90723.634SE +/- 0.01, N = 33.233.22MIN: 1.85 / MAX: 13.26MIN: 1.85 / MAX: 8.791. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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: LionEPYC 4124P @ DDR5-5200smoke9001800270036004500SE +/- 5.86, N = 7425342401. (CXX) g++ options: -O3

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: ThoroughsmokeEPYC 4124P @ DDR5-52001.15212.30423.45634.60845.7605SE +/- 0.0100, N = 35.10505.12061. (CXX) g++ options: -O3 -flto -pthread

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific 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.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timesmokeEPYC 4124P @ DDR5-52000.52811.05621.58432.11242.6405SE +/- 0.00113, N = 32.340152.34726

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very FastsmokeEPYC 4124P @ DDR5-520048121620SE +/- 0.00, N = 316.7716.821. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Vehicle Bike Detection FP16 - Device: CPUEPYC 4124P @ DDR5-5200smoke3691215SE +/- 0.02, N = 310.1810.15MIN: 5.72 / MAX: 20.75MIN: 7.39 / MAX: 17.141. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific 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.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/ao/real_timeEPYC 4124P @ DDR5-5200smoke0.4420.8841.3261.7682.21SE +/- 0.00310, N = 31.958621.96430

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super FastsmokeEPYC 4124P @ DDR5-520048121620SE +/- 0.01, N = 313.8113.85

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 2.16.1Device: CPU - Batch Size: 1 - Model: AlexNetEPYC 4124P @ DDR5-5200smoke48121620SE +/- 0.01, N = 514.5614.60

miniFE

MiniFE Finite Element is an application for unstructured implicit finite element codes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgCG Mflops, More Is BetterminiFE 2.2Problem Size: SmallEPYC 4124P @ DDR5-5200smoke17003400510068008500SE +/- 2.40, N = 37710.507731.491. (CXX) g++ options: -O3 -fopenmp -lmpi_cxx -lmpi

Z3 Theorem Prover

The Z3 Theorem Prover / SMT solver is developed by Microsoft Research under the MIT license. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterZ3 Theorem Prover 4.12.1SMT File: 1.smt2EPYC 4124P @ DDR5-5200smoke612182430SE +/- 0.03, N = 325.7125.641. (CXX) g++ options: -lpthread -std=c++17 -fvisibility=hidden -mfpmath=sse -msse -msse2 -O3 -fPIC

JPEG-XL libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL libjxl 0.10.1Input: PNG - Quality: 100smokeEPYC 4124P @ DDR5-52003691215SE +/- 0.002, N = 38.9758.9991. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/ and https://github.com/OpenRadioss/ModelExchange/tree/main/Examples. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Cell Phone Drop TestsmokeEPYC 4124P @ DDR5-5200306090120150SE +/- 0.33, N = 3139.09138.72

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific 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.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/ao/real_timesmokeEPYC 4124P @ DDR5-52000.52631.05261.57892.10522.6315SE +/- 0.00263, N = 32.332862.33907

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: MD5smokeEPYC 4124P @ DDR5-5200200K400K600K800K1000KSE +/- 151.74, N = 39835009860941. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -lm -lrt -lz -ldl -lcrypt -lbz2

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 8 - Buffer Length: 256 - Filter Length: 32smokeEPYC 4124P @ DDR5-520080M160M240M320M400MSE +/- 127322.86, N = 33705600003715366671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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 FacadeEPYC 4124P @ DDR5-5200smoke12002400360048006000SE +/- 12.94, N = 6570856931. (CXX) g++ options: -O3

ScyllaDB

This is a benchmark of ScyllaDB and is making use of Apache Cassandra's cassandra-stress for conducting the benchmark. ScyllaDB is an open-source distributed NoSQL data store that is compatible with Apache Cassandra while focusing on higher throughput and lower latency. ScyllaDB uses a sharded design on each node. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterScyllaDB 5.2.9Test: WritessmokeEPYC 4124P @ DDR5-520012K24K36K48K60KSE +/- 158.89, N = 35510555249

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: FastsmokeEPYC 4124P @ DDR5-520020406080100SE +/- 0.06, N = 3101.10101.371. (CXX) g++ options: -O3 -flto -pthread

SecureMark

SecureMark is an objective, standardized benchmarking framework for measuring the efficiency of cryptographic processing solutions developed by EEMBC. SecureMark-TLS is benchmarking Transport Layer Security performance with a focus on IoT/edge computing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSEPYC 4124P @ DDR5-5200smoke90K180K270K360K450KSE +/- 3405.24, N = 34239944250601. (CC) gcc options: -pedantic -O3

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.4Harness: Convolution Batch Shapes Auto - Engine: CPUEPYC 4124P @ DDR5-5200smoke3691215SE +/- 0.00783, N = 79.055469.03289MIN: 8.91MIN: 8.911. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

CloverLeaf

CloverLeaf is a Lagrangian-Eulerian hydrodynamics benchmark. This test profile currently makes use of CloverLeaf's OpenMP version. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeaf 1.3Input: clover_bmsmokeEPYC 4124P @ DDR5-520020406080100SE +/- 0.21, N = 392.6592.421. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: WPA PSKsmokeEPYC 4124P @ DDR5-52009K18K27K36K45KSE +/- 49.33, N = 342496426001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -lm -lrt -lz -ldl -lcrypt -lbz2

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPUEPYC 4124P @ DDR5-5200smoke246810SE +/- 0.01, N = 38.268.24MIN: 5.5 / MAX: 13.88MIN: 6.6 / MAX: 12.341. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.4Harness: Recurrent Neural Network Inference - Engine: CPUEPYC 4124P @ DDR5-5200smoke5001000150020002500SE +/- 0.34, N = 32274.052268.56MIN: 2268.03MIN: 2264.081. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 2smokeEPYC 4124P @ DDR5-520020406080100SE +/- 0.03, N = 385.5985.391. (CXX) g++ options: -O3 -fPIC -lm

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 CompilesmokeEPYC 4124P @ DDR5-5200130260390520650SE +/- 0.23, N = 3620.33618.87

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 2.16.1Device: CPU - Batch Size: 512 - Model: AlexNetEPYC 4124P @ DDR5-5200smoke306090120150SE +/- 0.05, N = 3123.63123.92

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: DefaultEPYC 4124P @ DDR5-5200smoke612182430SE +/- 0.02, N = 1525.5825.641. (CC) gcc options: -fvisibility=hidden -O2 -lm

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CEPYC 4124P @ DDR5-5200smoke4K8K12K16K20KSE +/- 13.69, N = 517132.7017172.151. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 4 - Input: Bosphorus 1080pEPYC 4124P @ DDR5-5200smoke3691215SE +/- 0.01, N = 412.1812.211. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Very FastsmokeEPYC 4124P @ DDR5-52003691215SE +/- 0.00, N = 313.1113.14

CloverLeaf

CloverLeaf is a Lagrangian-Eulerian hydrodynamics benchmark. This test profile currently makes use of CloverLeaf's OpenMP version. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeaf 1.3Input: clover_bm64_shortsmokeEPYC 4124P @ DDR5-52004080120160200SE +/- 0.08, N = 3176.62176.221. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

Pennant

Pennant is an application focused on hydrodynamics on general unstructured meshes in 2D. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: leblancbigEPYC 4124P @ DDR5-5200smoke1224364860SE +/- 0.08, N = 354.7854.661. (CXX) g++ options: -fopenmp -lmpi_cxx -lmpi

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 2.16.1Device: CPU - Batch Size: 64 - Model: AlexNetsmokeEPYC 4124P @ DDR5-5200306090120150SE +/- 0.04, N = 3112.77113.02

OpenFOAM

OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Mesh TimeEPYC 4124P @ DDR5-5200smoke80160240320400387.88387.031. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.3Algorithm: SHA256smokeEPYC 4124P @ DDR5-52002000M4000M6000M8000M10000MSE +/- 10799214.46, N = 3890910909089284630071. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx265 - Scenario: Video On DemandsmokeEPYC 4124P @ DDR5-52001224364860SE +/- 0.03, N = 350.9651.071. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs (and GPUs via SYCL) and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonsmokeEPYC 4124P @ DDR5-52003691215SE +/- 0.0183, N = 39.27539.2948MIN: 9.23 / MAX: 9.39MIN: 9.21 / MAX: 9.46

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 12 - Input: Bosphorus 4KEPYC 4124P @ DDR5-5200smoke1530456075SE +/- 0.06, N = 568.8468.991. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

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 2.16.1Device: CPU - Batch Size: 64 - Model: GoogLeNetsmokeEPYC 4124P @ DDR5-52001224364860SE +/- 0.02, N = 352.7352.84

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16-INT8 - Device: CPUEPYC 4124P @ DDR5-5200smoke3691215SE +/- 0.01, N = 39.689.66MIN: 5.18 / MAX: 21.13MIN: 5.19 / MAX: 21.251. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

easyWave

The easyWave software allows simulating tsunami generation and propagation in the context of early warning systems. EasyWave supports making use of OpenMP for CPU multi-threading and there are also GPU ports available but not currently incorporated as part of this test profile. The easyWave tsunami generation software is run with one of the example/reference input files for measuring the CPU execution time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BettereasyWave r34Input: e2Asean Grid + BengkuluSept2007 Source - Time: 1200smokeEPYC 4124P @ DDR5-5200306090120150SE +/- 0.06, N = 3155.98155.661. (CXX) g++ options: -O3 -fopenmp

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, Highest CompressionEPYC 4124P @ DDR5-5200smoke1.13852.2773.41554.5545.6925SE +/- 0.01, N = 75.055.061. (CC) gcc options: -fvisibility=hidden -O2 -lm

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialsmokeEPYC 4124P @ DDR5-520070140210280350304.02303.43

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPUEPYC 4124P @ DDR5-5200smoke100200300400500SE +/- 0.42, N = 3479.34480.271. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super FastsmokeEPYC 4124P @ DDR5-5200510152025SE +/- 0.01, N = 320.7120.751. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Dragonflydb

Dragonfly is an open-source database server that is a "modern Redis replacement" that aims to be the fastest memory store while being compliant with the Redis and Memcached protocols. For benchmarking Dragonfly, Memtier_benchmark is used as a NoSQL Redis/Memcache traffic generation plus benchmarking tool developed by Redis Labs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 10 - Set To Get Ratio: 1:100EPYC 4124P @ DDR5-5200smoke600K1200K1800K2400K3000KSE +/- 14179.49, N = 32629939.842634894.241. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: Very ThoroughsmokeEPYC 4124P @ DDR5-52000.15780.31560.47340.63120.789SE +/- 0.0007, N = 30.70010.70141. (CXX) g++ options: -O3 -flto -pthread

srsRAN Project

srsRAN Project is a complete ORAN-native 5G RAN solution created by Software Radio Systems (SRS). The srsRAN Project radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput TotalEPYC 4124P @ DDR5-5200smoke9001800270036004500SE +/- 3.81, N = 74054.64061.91. (CXX) g++ options: -O3 -march=native -mavx2 -mavx -msse4.1 -mfma -mavx512f -mavx512cd -mavx512bw -mavx512dq -fno-trapping-math -fno-math-errno -ldl

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 8 - Input: Bosphorus 1080psmokeEPYC 4124P @ DDR5-520020406080100SE +/- 0.05, N = 686.3286.471. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

CockroachDB

CockroachDB is a cloud-native, distributed SQL database for data intensive applications. This test profile uses a server-less CockroachDB configuration to test various Coackroach workloads on the local host with a single node. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128EPYC 4124P @ DDR5-5200smoke7K14K21K28K35KSE +/- 20.64, N = 331458.931514.1

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra FastsmokeEPYC 4124P @ DDR5-5200714212835SE +/- 0.03, N = 328.7028.751. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16-INT8 - Device: CPUsmokeEPYC 4124P @ DDR5-52001.30732.61463.92195.22926.5365SE +/- 0.00, N = 35.815.80MIN: 3.07 / MAX: 15.9MIN: 3.05 / MAX: 14.451. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionEPYC 4124P @ DDR5-5200smoke20406080100SE +/- 0.03, N = 3104.22104.041. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Very FastsmokeEPYC 4124P @ DDR5-520020406080100SE +/- 0.05, N = 675.8475.971. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.4Harness: IP Shapes 3D - Engine: CPUsmokeEPYC 4124P @ DDR5-52001.13452.2693.40354.5385.6725SE +/- 0.00492, N = 55.042265.03367MIN: 4.94MIN: 4.941. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4KEPYC 4124P @ DDR5-5200smoke1122334455SE +/- 0.01, N = 447.0147.091. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Model Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.17Model: yolov4 - Device: CPU - Executor: StandardEPYC 4124P @ DDR5-5200smoke246810SE +/- 0.01542, N = 37.332317.344701. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUEPYC 4124P @ DDR5-5200smoke2K4K6K8K10KSE +/- 7.10, N = 39649.239665.381. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkEPYC 4124P @ DDR5-5200smoke150300450600750SE +/- 1.58, N = 3710.18711.32

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: Compression RatingEPYC 4124P @ DDR5-5200smoke12K24K36K48K60KSE +/- 61.73, N = 356155562451. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Timed LLVM Compilation

This test times how long it takes to compile/build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: NinjasmokeEPYC 4124P @ DDR5-520030060090012001500SE +/- 0.99, N = 31242.821240.86

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Compression SpeedsmokeEPYC 4124P @ DDR5-520070140210280350SE +/- 0.48, N = 3322.5323.01. (CC) gcc options: -O3 -pthread -lz -llzma

Speedb

Speedb is a next-generation key value storage engine that is RocksDB compatible and aiming for stability, efficiency, and performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Random ReadsmokeEPYC 4124P @ DDR5-52008M16M24M32M40MSE +/- 186103.10, N = 335774094358293001. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

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 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUsmokeEPYC 4124P @ DDR5-520010002000300040005000SE +/- 8.25, N = 345914584

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 500EPYC 4124P @ DDR5-5200smoke900K1800K2700K3600K4500KSE +/- 49590.70, N = 153976817.023982548.251. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Model Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.17Model: CaffeNet 12-int8 - Device: CPU - Executor: ParallelEPYC 4124P @ DDR5-5200smoke90180270360450SE +/- 1.46, N = 3420.70421.291. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Super FastsmokeEPYC 4124P @ DDR5-520020406080100SE +/- 0.12, N = 692.7892.911. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific 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.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/scivis/real_timeEPYC 4124P @ DDR5-5200smoke0.52541.05081.57622.10162.627SE +/- 0.00090, N = 32.331762.33489

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.3Algorithm: ChaCha20-Poly1305EPYC 4124P @ DDR5-5200smoke5000M10000M15000M20000M25000MSE +/- 35385699.13, N = 323686058987237168866601. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6, LosslessEPYC 4124P @ DDR5-5200smoke3691215SE +/- 0.01, N = 413.4513.431. (CXX) g++ options: -O3 -fPIC -lm

CockroachDB

CockroachDB is a cloud-native, distributed SQL database for data intensive applications. This test profile uses a server-less CockroachDB configuration to test various Coackroach workloads on the local host with a single node. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128EPYC 4124P @ DDR5-5200smoke7K14K21K28K35KSE +/- 100.60, N = 330433.230471.7

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 4 - Input: Bosphorus 4KEPYC 4124P @ DDR5-5200smoke0.73511.47022.20532.94043.6755SE +/- 0.004, N = 33.2633.2671. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

PyTorch

This is a benchmark of PyTorch making use of pytorch-benchmark [https://github.com/LukasHedegaard/pytorch-benchmark]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 1 - Model: ResNet-50smokeEPYC 4124P @ DDR5-5200918273645SE +/- 0.16, N = 341.0441.09MIN: 39.69 / MAX: 41.53MIN: 39.2 / MAX: 41.9

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16-INT8 - Device: CPUEPYC 4124P @ DDR5-5200smoke90180270360450SE +/- 0.52, N = 3412.37412.861. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.3Algorithm: ChaCha20smokeEPYC 4124P @ DDR5-52007000M14000M21000M28000M35000MSE +/- 18396330.78, N = 333253021830332919966401. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

JPEG-XL libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL libjxl 0.10.1Input: PNG - Quality: 90smokeEPYC 4124P @ DDR5-5200510152025SE +/- 0.07, N = 322.2122.241. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16-INT8 - Device: CPUEPYC 4124P @ DDR5-5200smoke30060090012001500SE +/- 4.76, N = 31232.021233.451. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 2 - Buffer Length: 256 - Filter Length: 32EPYC 4124P @ DDR5-5200smoke20M40M60M80M100MSE +/- 77674.53, N = 31003200001004300001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_baresmokeEPYC 4124P @ DDR5-52000.20570.41140.61710.82281.0285SE +/- 0.001, N = 30.9130.9141. (CXX) g++ options: -O3 -lm

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 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUEPYC 4124P @ DDR5-5200smoke30K60K90K120K150KSE +/- 101.66, N = 3149914149751

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterEPYC 4124P @ DDR5-5200smoke60120180240300281.67281.37

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 TimeEPYC 4124P @ DDR5-5200smoke1326395265SE +/- 0.08, N = 360.1160.051. RawTherapee, version 5.10, command line.

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 2.16.1Device: CPU - Batch Size: 256 - Model: AlexNetEPYC 4124P @ DDR5-5200smoke306090120150SE +/- 0.04, N = 3121.85121.97

SVT-HEVC

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 4KEPYC 4124P @ DDR5-5200smoke1428425670SE +/- 0.02, N = 561.0861.141. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific 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.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/scivis/real_timesmokeEPYC 4124P @ DDR5-52000.43760.87521.31281.75042.188SE +/- 0.00828, N = 31.943201.94504

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Super FastsmokeEPYC 4124P @ DDR5-52001428425670SE +/- 0.04, N = 563.9063.96

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: ExhaustivesmokeEPYC 4124P @ DDR5-52000.09660.19320.28980.38640.483SE +/- 0.0002, N = 30.42900.42941. (CXX) g++ options: -O3 -flto -pthread

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.4Harness: IP Shapes 1D - Engine: CPUEPYC 4124P @ DDR5-5200smoke0.85891.71782.57673.43564.2945SE +/- 0.00057, N = 43.817533.81404MIN: 3.74MIN: 3.751. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CEPYC 4124P @ DDR5-5200smoke16003200480064008000SE +/- 21.45, N = 37548.437555.241. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

JPEG-XL libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL libjxl 0.10.1Input: JPEG - Quality: 100smokeEPYC 4124P @ DDR5-52003691215SE +/- 0.002, N = 38.9518.9591. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16-INT8 - Device: CPUsmokeEPYC 4124P @ DDR5-5200150300450600750SE +/- 0.30, N = 3686.26686.871. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Llama.cpp

Llama.cpp is a port of Facebook's LLaMA model in C/C++ developed by Georgi Gerganov. Llama.cpp allows the inference of LLaMA and other supported models in C/C++. For CPU inference Llama.cpp supports AVX2/AVX-512, ARM NEON, and other modern ISAs along with features like OpenBLAS usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b1808Model: llama-2-7b.Q4_0.ggufsmokeEPYC 4124P @ DDR5-52003691215SE +/- 0.01, N = 311.7711.781. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -march=native -mtune=native -lopenblas

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pEPYC 4124P @ DDR5-5200smoke306090120150SE +/- 0.23, N = 8155.85155.981. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

MariaDB

This is a MariaDB MySQL database server benchmark making use of sysbench rather than the existing pts/mysqlslap test profile that uses MariaDB with mysqlslap/mariadb-slap as the benchmark driver. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.5Test: oltp_write_only - Threads: 64smokeEPYC 4124P @ DDR5-520030K60K90K120K150KSE +/- 535.09, N = 31425401426511. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -shared -lrt -lpthread -lz -ldl -lm -lstdc++

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection FP16 - Device: CPUEPYC 4124P @ DDR5-5200smoke2004006008001000SE +/- 1.02, N = 31135.611134.75MIN: 1110.52 / MAX: 1148.03MIN: 1112.81 / MAX: 1144.791. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 2.16.1Device: CPU - Batch Size: 32 - Model: GoogLeNetsmokeEPYC 4124P @ DDR5-52001224364860SE +/- 0.02, N = 352.7952.83

Dolfyn

Dolfyn is a Computational Fluid Dynamics (CFD) code of modern numerical simulation techniques. The Dolfyn test profile measures the execution time of the bundled computational fluid dynamics demos that are bundled with Dolfyn. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsEPYC 4124P @ DDR5-5200smoke3691215SE +/- 0.01, N = 510.9810.97

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 129 Cells Per DirectionsmokeEPYC 4124P @ DDR5-5200714212835SE +/- 0.04, N = 328.4328.411. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/ and https://github.com/OpenRadioss/ModelExchange/tree/main/Examples. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Chrysler Neon 1MEPYC 4124P @ DDR5-5200smoke30060090012001500SE +/- 1.90, N = 31462.601461.54

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 10, LosslesssmokeEPYC 4124P @ DDR5-52001.28572.57143.85715.14286.4285SE +/- 0.006, N = 75.7145.7101. (CXX) g++ options: -O3 -fPIC -lm

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.3Algorithm: AES-128-GCMsmokeEPYC 4124P @ DDR5-520014000M28000M42000M56000M70000MSE +/- 11806687.23, N = 365932460030659745346901. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Model Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.17Model: T5 Encoder - Device: CPU - Executor: ParallelsmokeEPYC 4124P @ DDR5-5200306090120150SE +/- 0.17, N = 3134.66134.741. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 800 - Mode: Read Write - Average LatencyEPYC 4124P @ DDR5-5200smoke1122334455SE +/- 0.38, N = 350.9750.941. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Ultra FastEPYC 4124P @ DDR5-5200smoke306090120150SE +/- 0.09, N = 8126.17126.241. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

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 2.16.1Device: CPU - Batch Size: 32 - Model: ResNet-50smokeEPYC 4124P @ DDR5-5200510152025SE +/- 0.01, N = 319.0019.01

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 64 - Model: ResNet-50EPYC 4124P @ DDR5-5200smoke510152025SE +/- 0.01, N = 319.1119.12

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 256 - Model: ResNet-50EPYC 4124P @ DDR5-5200smoke510152025SE +/- 0.00, N = 319.2419.25

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080psmokeEPYC 4124P @ DDR5-5200306090120150SE +/- 0.15, N = 8154.06154.141. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 4 - Buffer Length: 256 - Filter Length: 32smokeEPYC 4124P @ DDR5-520040M80M120M160M200MSE +/- 60827.63, N = 32002500002003400001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 800 - Mode: Read WriteEPYC 4124P @ DDR5-5200smoke3K6K9K12K15KSE +/- 116.46, N = 315697157041. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

miniBUDE

MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1smokeEPYC 4124P @ DDR5-520070140210280350SE +/- 0.06, N = 3322.73322.861. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1smokeEPYC 4124P @ DDR5-52003691215SE +/- 0.00, N = 312.9112.911. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

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 2.16.1Device: CPU - Batch Size: 256 - Model: GoogLeNetEPYC 4124P @ DDR5-5200smoke1224364860SE +/- 0.00, N = 353.0753.09

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 9.0Test: OverwritesmokeEPYC 4124P @ DDR5-5200200K400K600K800K1000KSE +/- 1336.06, N = 38636808639961. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16 - Device: CPUsmokeEPYC 4124P @ DDR5-520080160240320400SE +/- 0.29, N = 3349.20349.321. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 RatingsmokeEPYC 4124P @ DDR5-520010K20K30K40K50KSE +/- 61.13, N = 345174451891. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Very FastEPYC 4124P @ DDR5-5200smoke1428425670SE +/- 0.05, N = 561.1961.21

Algebraic Multi-Grid Benchmark

AMG is a parallel algebraic multigrid solver for linear systems arising from problems on unstructured grids. The driver provided with AMG builds linear systems for various 3-dimensional problems. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid Benchmark 1.2EPYC 4124P @ DDR5-5200smoke80M160M240M320M400MSE +/- 168306.70, N = 63528494173529630001. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -lmpi

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 1 - Buffer Length: 256 - Filter Length: 32EPYC 4124P @ DDR5-5200smoke11M22M33M44M55MSE +/- 333.33, N = 350277333502930001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.CsmokeEPYC 4124P @ DDR5-52002K4K6K8K10KSE +/- 7.32, N = 39837.149840.131. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 0smokeEPYC 4124P @ DDR5-52004080120160200SE +/- 0.07, N = 3187.70187.641. (CXX) g++ options: -O3 -fPIC -lm

MariaDB

This is a MariaDB MySQL database server benchmark making use of sysbench rather than the existing pts/mysqlslap test profile that uses MariaDB with mysqlslap/mariadb-slap as the benchmark driver. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.5Test: oltp_read_write - Threads: 64smokeEPYC 4124P @ DDR5-520020K40K60K80K100KSE +/- 75.46, N = 390208902321. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -shared -lrt -lpthread -lz -ldl -lm -lstdc++

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.4Harness: Recurrent Neural Network Training - Engine: CPUsmokeEPYC 4124P @ DDR5-52009001800270036004500SE +/- 1.52, N = 34389.744388.64MIN: 4384.34MIN: 4379.531. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs (and GPUs via SYCL) and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian Dragon ObjEPYC 4124P @ DDR5-5200smoke246810SE +/- 0.0121, N = 37.83647.8380MIN: 7.78 / MAX: 7.97MIN: 7.8 / MAX: 7.98

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 9.0Test: Random ReadsmokeEPYC 4124P @ DDR5-52007M14M21M28M35MSE +/- 11708.73, N = 334882054348856331. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.4Harness: Deconvolution Batch shapes_3d - Engine: CPUsmokeEPYC 4124P @ DDR5-5200246810SE +/- 0.00081, N = 97.513457.51286MIN: 7.5MIN: 7.51. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.3Algorithm: AES-256-GCMEPYC 4124P @ DDR5-5200smoke12000M24000M36000M48000M60000MSE +/- 6624573.52, N = 356291769550562942530901. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: HMAC-SHA512smokeEPYC 4124P @ DDR5-520013M26M39M52M65MSE +/- 38480.88, N = 360796000607986671. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -lm -lrt -lz -ldl -lcrypt -lbz2

miniBUDE

MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2smokeEPYC 4124P @ DDR5-520070140210280350SE +/- 0.04, N = 3323.42323.421. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

Meta Performance Per Watts

OpenBenchmarking.orgPerformance Per Watts, More Is BetterMeta Performance Per WattsPerformance Per WattsEPYC 4124P @ DDR5-5200300600900120015001587.79

Java JMH

This very basic test profile runs the stock benchmark of the Java JMH benchmark via Maven. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/s, More Is BetterJava JMHThroughputEPYC 4124P @ DDR5-52004000M8000M12000M16000M20000M19260371856.73

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Zxing 1D/2D Barcode Image ProcessingEPYC 4124P @ DDR5-5200400800120016002000SE +/- 3.20, N = 62033

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Spring BootEPYC 4124P @ DDR5-52006001200180024003000SE +/- 28.10, N = 42571

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache KafkaEPYC 4124P @ DDR5-520011002200330044005500SE +/- 2.33, N = 35097

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: jMonkeyEngineEPYC 4124P @ DDR5-520015003000450060007500SE +/- 3.38, N = 36816

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: GraphChiEPYC 4124P @ DDR5-52007001400210028003500SE +/- 23.55, N = 43194

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: BioJava Biological Data FrameworkEPYC 4124P @ DDR5-520010002000300040005000SE +/- 41.21, N = 44502

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: TradesoapEPYC 4124P @ DDR5-5200400800120016002000SE +/- 17.17, N = 92065

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: TradebeansEPYC 4124P @ DDR5-52007001400210028003500SE +/- 8.26, N = 43050

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: JythonEPYC 4124P @ DDR5-52008001600240032004000SE +/- 12.00, N = 43913

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: H2 Database EngineEPYC 4124P @ DDR5-52007001400210028003500SE +/- 22.07, N = 33438

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Lucene Search EngineEPYC 4124P @ DDR5-52008001600240032004000SE +/- 35.27, N = 43854

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Lucene Search IndexEPYC 4124P @ DDR5-52006001200180024003000SE +/- 10.87, N = 32599

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Xalan XSLTEPYC 4124P @ DDR5-52002004006008001000SE +/- 2.53, N = 8782

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache TomcatEPYC 4124P @ DDR5-52003K6K9K12K15KSE +/- 11.72, N = 312840

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: PMD Source Code AnalyzerEPYC 4124P @ DDR5-5200400800120016002000SE +/- 8.71, N = 61824

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Batik SVG ToolkitEPYC 4124P @ DDR5-52002004006008001000SE +/- 5.72, N = 81002

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Avrora AVR Simulation FrameworkEPYC 4124P @ DDR5-52005001000150020002500SE +/- 4.45, N = 62486

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: EclipseEPYC 4124P @ DDR5-520015003000450060007500SE +/- 49.54, N = 37109

Java SciMark

This test runs the Java version of SciMark 2, which is a benchmark for scientific and numerical computing developed by programmers at the National Institute of Standards and Technology. This benchmark is made up of Fast Foruier Transform, Jacobi Successive Over-relaxation, Monte Carlo, Sparse Matrix Multiply, and dense LU matrix factorization benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.2Computational Test: Dense LU Matrix FactorizationEPYC 4124P @ DDR5-52004K8K12K16K20KSE +/- 30.99, N = 317467.36

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.2Computational Test: Monte CarloEPYC 4124P @ DDR5-52005001000150020002500SE +/- 0.87, N = 32487.91

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.2Computational Test: Jacobi Successive Over-RelaxationEPYC 4124P @ DDR5-52005001000150020002500SE +/- 0.28, N = 32281.43

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.2Computational Test: Fast Fourier TransformEPYC 4124P @ DDR5-520080160240320400SE +/- 2.13, N = 3353.84

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.2Computational Test: CompositeEPYC 4124P @ DDR5-520011002200330044005500SE +/- 10.32, N = 35276.08

Aircrack-ng

Aircrack-ng is a tool for assessing WiFi/WLAN network security. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgk/s, More Is BetterAircrack-ng 1.7EPYC 4124P @ DDR5-52005K10K15K20K25KSE +/- 2.21, N = 323895.281. (CXX) g++ options: -std=gnu++17 -O3 -fvisibility=hidden -fcommon -rdynamic -lnl-3 -lnl-genl-3 -lpcre -lsqlite3 -lpthread -lz -lssl -lcrypto -lhwloc -ldl -lm -pthread

Y-Cruncher

Y-Cruncher is a multi-threaded Pi benchmark capable of computing Pi to trillions of digits. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.3Pi Digits To Calculate: 1BEPYC 4124P @ DDR5-52001020304050SE +/- 0.01, N = 343.95

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.3Pi Digits To Calculate: 500MEPYC 4124P @ DDR5-5200510152025SE +/- 0.02, N = 319.80

Primesieve

Primesieve generates prime numbers using a highly optimized sieve of Eratosthenes implementation. Primesieve primarily benchmarks the CPU's L1/L2 cache performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.1Length: 1e13EPYC 4124P @ DDR5-520070140210280350SE +/- 0.18, N = 3300.411. (CXX) g++ options: -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.1Length: 1e12EPYC 4124P @ DDR5-5200612182430SE +/- 0.01, N = 324.501. (CXX) g++ options: -O3

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: AVX-512 VNNIEPYC 4124P @ DDR5-5200150K300K450K600K750KSE +/- 94.80, N = 3681157.031. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lmpfr -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Wide Vector MathEPYC 4124P @ DDR5-520040K80K120K160K200KSE +/- 117.98, N = 3209322.741. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lmpfr -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Vector ShuffleEPYC 4124P @ DDR5-52009001800270036004500SE +/- 1.14, N = 34319.581. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lmpfr -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Vector Floating PointEPYC 4124P @ DDR5-52003K6K9K12K15KSE +/- 17.31, N = 314008.641. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lmpfr -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Matrix 3D MathEPYC 4124P @ DDR5-5200400800120016002000SE +/- 12.52, N = 31960.751. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lmpfr -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Fused Multiply-AddEPYC 4124P @ DDR5-52003M6M9M12M15MSE +/- 14786.84, N = 315250467.411. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lmpfr -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Floating PointEPYC 4124P @ DDR5-52005001000150020002500SE +/- 1.85, N = 32137.331. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lmpfr -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: x86_64 RdRandEPYC 4124P @ DDR5-5200400K800K1200K1600K2000KSE +/- 861.47, N = 32048750.681. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lmpfr -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: CPU CacheEPYC 4124P @ DDR5-5200700K1400K2100K2800K3500KSE +/- 42031.49, N = 33426267.821. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lmpfr -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: System V Message PassingEPYC 4124P @ DDR5-52001.5M3M4.5M6M7.5MSE +/- 10136.17, N = 37212479.031. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -ljpeg -lmpfr -lpthread -lrt -lsctp -lz

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 1024 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 16.1Chess BenchmarkEPYC 4124P @ DDR5-52002M4M6M8M10MSE +/- 100541.00, N = 15106224851. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -funroll-loops -msse -msse3 -mpopcnt -mavx2 -mbmi -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto-partition=one -flto=jobserver

Helsing

Helsing is an open-source POSIX vampire number generator. This test profile measures the time it takes to generate vampire numbers between varying numbers of digits. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterHelsing 1.0-betaDigit Range: 14 digitEPYC 4124P @ DDR5-5200160320480640800SE +/- 0.11, N = 3740.561. (CC) gcc options: -O2 -pthread

OpenBenchmarking.orgSeconds, Fewer Is BetterHelsing 1.0-betaDigit Range: 12 digitEPYC 4124P @ DDR5-5200246810SE +/- 0.016, N = 67.6091. (CC) gcc options: -O2 -pthread

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 23.5Algorithm: LBC, LBRY CreditsEPYC 4124P @ DDR5-52009001800270036004500SE +/- 2.03, N = 34228.171. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 23.5Algorithm: SkeincoinEPYC 4124P @ DDR5-52002K4K6K8K10KSE +/- 5.33, N = 39066.901. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 23.5Algorithm: DeepcoinEPYC 4124P @ DDR5-52005001000150020002500SE +/- 1.80, N = 32205.101. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 23.5Algorithm: RingcoinEPYC 4124P @ DDR5-52002004006008001000SE +/- 9.66, N = 3944.971. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 23.5Algorithm: GarlicoinEPYC 4124P @ DDR5-52002004006008001000SE +/- 0.39, N = 3851.651. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 23.5Algorithm: Blake-2 SEPYC 4124P @ DDR5-52008K16K24K32K40KSE +/- 28.87, N = 3378101. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 23.5Algorithm: MagiEPYC 4124P @ DDR5-52004080120160200SE +/- 1.24, N = 3168.371. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 23.5Algorithm: Myriad-GroestlEPYC 4124P @ DDR5-52006001200180024003000SE +/- 0.25, N = 33016.701. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 23.5Algorithm: Quad SHA-256, PyriteEPYC 4124P @ DDR5-52003K6K9K12K15KSE +/- 143.80, N = 3144471. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 23.5Algorithm: Triple SHA-256, OnecoinEPYC 4124P @ DDR5-52005K10K15K20K25KSE +/- 166.77, N = 3253371. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 23.5Algorithm: scryptEPYC 4124P @ DDR5-520020406080100SE +/- 0.14, N = 383.291. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Xmrig

Xmrig is an open-source cross-platform CPU/GPU miner for RandomX, KawPow, CryptoNight and AstroBWT. This test profile is setup to measure the Xmrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.21Variant: GhostRider - Hash Count: 1MEPYC 4124P @ DDR5-5200170340510680850SE +/- 9.65, N = 2766.31. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16 - Device: CPUsmokeEPYC 4124P @ DDR5-52003691215SE +/- 0.01, N = 311.4311.43MIN: 5.82 / MAX: 21.37MIN: 5.89 / MAX: 21.521. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUsmokeEPYC 4124P @ DDR5-52000.090.180.270.360.45SE +/- 0.00, N = 30.40.4MIN: 0.22 / MAX: 4.39MIN: 0.22 / MAX: 4.511. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Face Detection FP16 - Device: CPUEPYC 4124P @ DDR5-5200smoke0.78981.57962.36943.15923.949SE +/- 0.00, N = 33.513.511. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 2.16.1Device: CPU - Batch Size: 512 - Model: GoogLeNetEPYC 4124P @ DDR5-5200smoke1224364860SE +/- 0.02, N = 353.1753.17

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 512 - Model: ResNet-50EPYC 4124P @ DDR5-5200smoke510152025SE +/- 0.01, N = 319.0619.06

srsRAN Project

srsRAN Project is a complete ORAN-native 5G RAN solution created by Software Radio Systems (SRS). The srsRAN Project radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput ThreadEPYC 4124P @ DDR5-5200smoke4080120160200SE +/- 0.00, N = 4183.4183.4MIN: 105.9MIN: 105.91. (CXX) g++ options: -O3 -march=native -mavx2 -mavx -msse4.1 -mfma -mavx512f -mavx512cd -mavx512bw -mavx512dq -fno-trapping-math -fno-math-errno -ldl

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: SharpenEPYC 4124P @ DDR5-5200smoke48121620SE +/- 0.00, N = 316161. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lsharpyuv -lwebp -lwebpmux -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lzstd -llzma -lbz2 -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: EnhancedEPYC 4124P @ DDR5-5200smoke612182430SE +/- 0.00, N = 326261. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lsharpyuv -lwebp -lwebpmux -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lzstd -llzma -lbz2 -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Noise-GaussianEPYC 4124P @ DDR5-5200smoke1020304050SE +/- 0.00, N = 344441. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lsharpyuv -lwebp -lwebpmux -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lzstd -llzma -lbz2 -lz -lm -lpthread -lgomp

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, Lossless, Highest CompressionEPYC 4124P @ DDR5-5200smoke0.17550.3510.52650.7020.8775SE +/- 0.00, N = 30.780.781. (CC) gcc options: -fvisibility=hidden -O2 -lm

SVT-HEVC

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 4KEPYC 4124P @ DDR5-5200smoke0.3420.6841.0261.3681.71SE +/- 0.00, N = 31.521.521. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 2.0.0Benchmark: vklBenchmarkCPU ISPCEPYC 4124P @ DDR5-5200smoke4080120160200SE +/- 0.00, N = 3167167MIN: 12 / MAX: 2373MIN: 12 / MAX: 2361

Intel Open Image Denoise

Open Image Denoise is a denoising library for ray-tracing and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.2Run: RTLightmap.hdr.4096x4096 - Device: CPU-OnlyEPYC 4124P @ DDR5-5200smoke0.0270.0540.0810.1080.135SE +/- 0.00, N = 30.120.12

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.2Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-OnlyEPYC 4124P @ DDR5-5200smoke0.0540.1080.1620.2160.27SE +/- 0.00, N = 30.240.24

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.2Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-OnlyEPYC 4124P @ DDR5-5200smoke0.0540.1080.1620.2160.27SE +/- 0.00, N = 30.240.24

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: CPUEPYC 4124P @ DDR5-5200smoke0.49730.99461.49191.98922.4865SE +/- 0.00, N = 32.212.21MIN: 2.13 / MAX: 2.24MIN: 2.13 / MAX: 2.24

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: DLSC - Acceleration: CPUEPYC 4124P @ DDR5-5200smoke0.31730.63460.95191.26921.5865SE +/- 0.00, N = 31.411.41MIN: 1.37 / MAX: 1.44MIN: 1.37 / MAX: 1.43

miniBUDE

MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2EPYC 4124P @ DDR5-5200smoke3691215SE +/- 0.00, N = 312.9412.941. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

DuckDB

DuckDB is an in-progress SQL OLAP database management system optimized for analytics and features a vectorized and parallel engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDuckDB 0.9.1Benchmark: IMDBEPYC 4124P @ DDR5-5200306090120150SE +/- 0.01, N = 3152.681. (CXX) g++ options: -O3 -rdynamic -lssl -lcrypto -ldl

Benchmark: IMDB

smoke: The test run did not produce a result.

ONNX Runtime

MinAvgMaxEPYC 4124P @ DDR5-520052.983.086.6smoke53.876.879.6OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.17System Power Consumption Monitor20406080100

MinAvgMaxsmoke41.558.059.8EPYC 4124P @ DDR5-520039.855.363.5OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.17CPU Temperature Monitor20406080100

MinAvgMaxEPYC 4124P @ DDR5-520016.344.848.0smoke16.339.141.5OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.17CPU Power Consumption Monitor1428425670

MinAvgMaxsmoke40047395141EPYC 4124P @ DDR5-520040049905144OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.17CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

MinAvgMaxEPYC 4124P @ DDR5-520053.089.793.7smoke53.388.293.9OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.17System Power Consumption Monitor20406080100

MinAvgMaxsmoke41.948.850.1EPYC 4124P @ DDR5-520038.447.951.6OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.17CPU Temperature Monitor1530456075

MinAvgMaxEPYC 4124P @ DDR5-520016.851.656.0smoke16.151.255.7OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.17CPU Power Consumption Monitor1632486480

MinAvgMaxEPYC 4124P @ DDR5-520040047515136smoke493349364941OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.17CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

MinAvgMaxsmoke53.787.890.8EPYC 4124P @ DDR5-520053.386.490.7OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.17System Power Consumption Monitor20406080100

MinAvgMaxsmoke41.144.545.1EPYC 4124P @ DDR5-520039.143.346.8OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.17CPU Temperature Monitor1428425670

MinAvgMaxsmoke18.346.649.3EPYC 4124P @ DDR5-520018.145.449.0OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.17CPU Power Consumption Monitor1428425670

MinAvgMaxEPYC 4124P @ DDR5-520040047795144smoke493249495141OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.17CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

MinAvgMaxEPYC 4124P @ DDR5-520053.598.9104.9smoke54.494.0105.5OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.17System Power Consumption Monitor20406080100

MinAvgMaxsmoke41.857.259.4EPYC 4124P @ DDR5-520039.856.058.0OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.17CPU Temperature Monitor1632486480

MinAvgMaxEPYC 4124P @ DDR5-520017.659.466.0smoke16.958.165.9OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.17CPU Power Consumption Monitor20406080100

MinAvgMaxsmoke40045214938EPYC 4124P @ DDR5-520040048054948OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.17CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

MinAvgMaxEPYC 4124P @ DDR5-520053.389.997.1smoke53.584.095.4OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.17System Power Consumption Monitor20406080100

MinAvgMaxsmoke42.052.355.1EPYC 4124P @ DDR5-520040.052.253.6OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.17CPU Temperature Monitor1530456075

MinAvgMaxEPYC 4124P @ DDR5-520016.952.258.4smoke14.244.456.9OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.17CPU Power Consumption Monitor1632486480

MinAvgMaxEPYC 4124P @ DDR5-520040048455047smoke492249434995OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.17CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringEPYC 4124P @ DDR5-5200306090120150Min: 52.3 / Avg: 99.43 / Max: 139.4

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringEPYC 4124P @ DDR5-52001632486480Min: 34 / Avg: 61.91 / Max: 83.13

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringEPYC 4124P @ DDR5-520020406080100Min: 13.29 / Avg: 57.94 / Max: 90.46

CPU Peak Freq (Highest CPU Core Frequency) Monitor

OpenBenchmarking.orgMegahertzCPU Peak Freq (Highest CPU Core Frequency) MonitorPhoronix Test Suite System MonitoringEPYC 4124P @ DDR5-52009001800270036004500Min: 400 / Avg: 4694.07 / Max: 5214

Renaissance

Renaissance is a suite of benchmarks designed to test the Java JVM from Apache Spark to a Twitter-like service to Scala and other features. Learn more via the OpenBenchmarking.org test page.

Test: Genetic Algorithm Using Jenetics + Futures

EPYC 4124P @ DDR5-5200: The test run did not produce a result. E: sh: 1: exec: ./renaissance: not found

Test: Finagle HTTP Requests

EPYC 4124P @ DDR5-5200: The test run did not produce a result. E: sh: 1: exec: ./renaissance: not found

Test: Savina Reactors.IO

EPYC 4124P @ DDR5-5200: The test quit with a non-zero exit status. The test run did not produce a result. E: sh: 1: exec: ./renaissance: not found

DaCapo Benchmark

MinAvgMaxEPYC 4124P @ DDR5-520054.370.8102.7OpenBenchmarking.orgWatts, Fewer Is BetterDaCapo Benchmark 23.11System Power Consumption Monitor20406080100

MinAvgMaxEPYC 4124P @ DDR5-520040.856.363.0OpenBenchmarking.orgCelsius, Fewer Is BetterDaCapo Benchmark 23.11CPU Temperature Monitor20406080100

MinAvgMaxEPYC 4124P @ DDR5-520016.633.638.5OpenBenchmarking.orgWatts, Fewer Is BetterDaCapo Benchmark 23.11CPU Power Consumption Monitor1122334455

MinAvgMaxEPYC 4124P @ DDR5-520040045265140OpenBenchmarking.orgMegahertz, More Is BetterDaCapo Benchmark 23.11CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: FOP Print FormatterEPYC 4124P @ DDR5-5200120240360480600SE +/- 8.96, N = 15558

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Model Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.17Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: StandardsmokeEPYC 4124P @ DDR5-5200612182430SE +/- 0.52, N = 1523.9019.451. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.17Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: StandardsmokeEPYC 4124P @ DDR5-52001224364860SE +/- 1.21, N = 1541.8451.861. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.17Model: ResNet50 v1-12-int8 - Device: CPU - Executor: StandardEPYC 4124P @ DDR5-5200smoke1.16572.33143.49714.66285.8285SE +/- 0.09911, N = 155.180985.005521. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.17Model: ResNet50 v1-12-int8 - Device: CPU - Executor: StandardEPYC 4124P @ DDR5-5200smoke4080120160200SE +/- 3.30, N = 15193.85199.731. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.17Model: GPT-2 - Device: CPU - Executor: StandardEPYC 4124P @ DDR5-5200smoke246810SE +/- 0.15644, N = 158.403328.038951. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.17Model: GPT-2 - Device: CPU - Executor: StandardEPYC 4124P @ DDR5-5200smoke306090120150SE +/- 2.03, N = 15119.46124.321. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.17Model: bertsquad-12 - Device: CPU - Executor: StandardEPYC 4124P @ DDR5-5200smoke20406080100SE +/- 2.21, N = 1595.9591.751. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.17Model: bertsquad-12 - Device: CPU - Executor: StandardEPYC 4124P @ DDR5-5200smoke3691215SE +/- 0.23, N = 1510.5010.901. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.17Model: fcn-resnet101-11 - Device: CPU - Executor: ParallelsmokeEPYC 4124P @ DDR5-520030060090012001500SE +/- 61.98, N = 121595.551175.761. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.17Model: fcn-resnet101-11 - Device: CPU - Executor: ParallelsmokeEPYC 4124P @ DDR5-52000.1960.3920.5880.7840.98SE +/- 0.035957, N = 120.6267430.8711561. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

HeFFTe - Highly Efficient FFT for Exascale

MinAvgMaxEPYC 4124P @ DDR5-520054.556.260.4OpenBenchmarking.orgWatts, Fewer Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.4System Power Consumption Monitor20406080100

MinAvgMaxEPYC 4124P @ DDR5-520037.538.439.0OpenBenchmarking.orgCelsius, Fewer Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.4CPU Temperature Monitor1122334455

MinAvgMaxEPYC 4124P @ DDR5-520015.717.918.9OpenBenchmarking.orgWatts, Fewer Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.4CPU Power Consumption Monitor612182430

MinAvgMaxEPYC 4124P @ DDR5-520040032894942OpenBenchmarking.orgMegahertz, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.4CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenBenchmarking.orgGFLOP/s Per Watt, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.4Test: r2c - Backend: FFTW - Precision: float - X Y Z: 128EPYC 4124P @ DDR5-52000.55491.10981.66472.21962.77452.466

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.4Test: r2c - Backend: FFTW - Precision: float - X Y Z: 128smokeEPYC 4124P @ DDR5-52001020304050SE +/- 1.04, N = 1535.9844.091. (CXX) g++ options: -O3

483 Results Shown

SVT-AV1
Liquid-DSP
ONNX Runtime
SVT-AV1
ONNX Runtime
Llama.cpp
LuxCoreRender
Apache HTTP Server
OpenVINO:
  Handwritten English Recognition FP16-INT8 - CPU:
    FPS
    ms
Apache IoTDB
ASKAP:
  tConvolve OpenMP - Gridding
  tConvolve MT - Degridding
Apache IoTDB
OpenVINO:
  Handwritten English Recognition FP16 - CPU:
    FPS
    ms
Apache IoTDB:
  500 - 100 - 500 - 400:
    point/sec
    Average Latency
  500 - 100 - 800 - 400:
    point/sec
  800 - 100 - 800 - 100:
    point/sec
  500 - 100 - 500 - 100:
    point/sec
  800 - 100 - 500 - 100:
    Average Latency
  500 - 100 - 800 - 400:
    Average Latency
OpenVINO
SPECFEM3D
srsRAN Project
oneDNN
Speedb
RocksDB
PostgreSQL
Apache IoTDB
PostgreSQL
Liquid-DSP
Speedb
HeFFTe - Highly Efficient FFT for Exascale
Node.js V8 Web Tooling Benchmark
SVT-VP9:
  Visual Quality Optimized - Bosphorus 4K
  Visual Quality Optimized - Bosphorus 1080p
nginx
GraphicsMagick
Apache IoTDB
RocksDB
OpenFOAM
OpenVINO
Llama.cpp
QMCPACK
Apache IoTDB
ASKAP
Apache IoTDB:
  800 - 100 - 800 - 400
  800 - 100 - 500 - 400
Liquid-DSP
RocksDB
OpenFOAM
ASKAP
OpenRadioss
ONNX Runtime
Apache Hadoop
Apache IoTDB
nginx
SPECFEM3D
Apache IoTDB
OSPRay
m-queens
MariaDB
Timed Linux Kernel Compilation
nginx
ClickHouse
ACES DGEMM
srsRAN Project
ONNX Runtime
Timed Linux Kernel Compilation
SPECFEM3D
ONNX Runtime
Zstd Compression
GraphicsMagick
PostgreSQL:
  100 - 500 - Read Write
  100 - 500 - Read Write - Average Latency
PyTorch
SPECFEM3D
PETSc
Apache HTTP Server
GraphicsMagick
OpenVINO
CockroachDB
Speedb
OpenVINO
QuantLib
ONNX Runtime
x265
Coremark
OpenVINO
Dragonflydb
OpenVINO
Timed Mesa Compilation
ASKAP
BRL-CAD
MariaDB
OpenRadioss
Zstd Compression
SPECFEM3D
LAMMPS Molecular Dynamics Simulator
PyBench
Timed Wasmer Compilation
Zstd Compression
High Performance Conjugate Gradient
Blender
Llamafile
NAMD
Timed CPython Compilation
MariaDB
LuxCoreRender:
  Rainbow Colors and Prism - CPU
  LuxCore Benchmark - CPU
OSPRay Studio
Zstd Compression
JPEG-XL libjxl
OpenFOAM
Timed FFmpeg Compilation
Kvazaar
ClickHouse
ONNX Runtime
uvg266
Parallel BZIP2 Compression
Blender
OpenSSL
Zstd Compression
TensorFlow
Z3 Theorem Prover
MariaDB
Timed PHP Compilation
ASKAP
Zstd Compression
OpenRadioss
SVT-HEVC
OSPRay Studio
Blender
Speedb
ONNX Runtime
LULESH
Timed Node.js Compilation
Memcached
LAMMPS Molecular Dynamics Simulator
RocksDB
GraphicsMagick
uvg266
Zstd Compression:
  8, Long Mode - Decompression Speed
  19 - Compression Speed
OpenVINO
Blender
GPAW
OpenVINO
uvg266
OpenVINO
Appleseed
Llamafile
uvg266
NAS Parallel Benchmarks
ClickHouse
VVenC
OpenVINO
VVenC
GNU Octave Benchmark
QuantLib
MariaDB mariadb-slap
ONNX Runtime
OpenVINO
SVT-VP9
Apache Hadoop
Llamafile
OSPRay Studio
OpenVINO
VVenC
RNNoise
OSPRay Studio
John The Ripper
OSPRay Studio
Zstd Compression
TensorFlow
Speedb
OpenVINO:
  Road Segmentation ADAS FP16 - CPU:
    ms
    FPS
WebP Image Encode
NAMD
Chaos Group V-RAY
VVenC
SVT-HEVC
easyWave
Embree
OpenSSL
Blender:
  Junkshop - CPU-Only
  Barbershop - CPU-Only
x265
OpenVINO
NAS Parallel Benchmarks
OSPRay Studio:
  3 - 1080p - 1 - Path Tracer - CPU
  3 - 1080p - 32 - Path Tracer - CPU
MariaDB mariadb-slap
ASTC Encoder
Memcached
OpenVINO
OpenRadioss
NAS Parallel Benchmarks
FFmpeg
TensorFlow
SVT-AV1
Timed LLVM Compilation
Liquid-DSP
Timed Gem5 Compilation
Kvazaar
WebP Image Encode
libavif avifenc
OpenVINO:
  Person Detection FP16 - CPU
  Person Re-Identification Retail FP16 - CPU
NAS Parallel Benchmarks
Liquid-DSP
Timed CPython Compilation
OpenSSL
PostgreSQL
FFmpeg
NAS Parallel Benchmarks
RocksDB
OpenVINO
MariaDB
SVT-AV1
SVT-HEVC
FFmpeg
SVT-HEVC
OpenVINO
PostgreSQL
OpenVINO
John The Ripper
Pennant
MariaDB
Liquid-DSP
OpenVINO
Google Draco
ASTC Encoder
OSPRay
Kvazaar
OpenVINO
OSPRay
uvg266
TensorFlow
miniFE
Z3 Theorem Prover
JPEG-XL libjxl
OpenRadioss
OSPRay
John The Ripper
Liquid-DSP
Google Draco
ScyllaDB
ASTC Encoder
SecureMark
oneDNN
CloverLeaf
John The Ripper
OpenVINO
oneDNN
libavif avifenc
Timed Godot Game Engine Compilation
TensorFlow
WebP Image Encode
NAS Parallel Benchmarks
SVT-AV1
uvg266
CloverLeaf
Pennant
TensorFlow
OpenFOAM
OpenSSL
FFmpeg
Embree
SVT-AV1
TensorFlow
OpenVINO
easyWave
WebP Image Encode
Appleseed
OpenVINO
Kvazaar
Dragonflydb
ASTC Encoder
srsRAN Project
SVT-AV1
CockroachDB
Kvazaar
OpenVINO
Xcompact3d Incompact3d
Kvazaar
oneDNN
SVT-VP9
ONNX Runtime
OpenVINO
Numpy Benchmark
7-Zip Compression
Timed LLVM Compilation
Zstd Compression
Speedb
OSPRay Studio
Redis
ONNX Runtime
Kvazaar
OSPRay
OpenSSL
libavif avifenc
CockroachDB
SVT-AV1
PyTorch
OpenVINO
OpenSSL
JPEG-XL libjxl
OpenVINO
Liquid-DSP
GROMACS
OSPRay Studio
Appleseed
RawTherapee
TensorFlow
SVT-HEVC
OSPRay
uvg266
ASTC Encoder
oneDNN
NAS Parallel Benchmarks
JPEG-XL libjxl
OpenVINO
Llama.cpp
SVT-VP9
MariaDB
OpenVINO
TensorFlow
Dolfyn
Xcompact3d Incompact3d
OpenRadioss
libavif avifenc
OpenSSL
ONNX Runtime
PostgreSQL
Kvazaar
TensorFlow:
  CPU - 32 - ResNet-50
  CPU - 64 - ResNet-50
  CPU - 256 - ResNet-50
SVT-VP9
Liquid-DSP
PostgreSQL
miniBUDE:
  OpenMP - BM1:
    GFInst/s
    Billion Interactions/s
TensorFlow
RocksDB
OpenVINO
7-Zip Compression
uvg266
Algebraic Multi-Grid Benchmark
Liquid-DSP
NAS Parallel Benchmarks
libavif avifenc
MariaDB
oneDNN
Embree
RocksDB
oneDNN
OpenSSL
John The Ripper
miniBUDE
Meta Performance Per Watts
Java JMH
DaCapo Benchmark:
  Zxing 1D/2D Barcode Image Processing
  Spring Boot
  Apache Kafka
  jMonkeyEngine
  GraphChi
  BioJava Biological Data Framework
  Tradesoap
  Tradebeans
  Jython
  H2 Database Engine
  Apache Lucene Search Engine
  Apache Lucene Search Index
  Apache Xalan XSLT
  Apache Tomcat
  PMD Source Code Analyzer
  Batik SVG Toolkit
  Avrora AVR Simulation Framework
  Eclipse
Java SciMark:
  Dense LU Matrix Factorization
  Monte Carlo
  Jacobi Successive Over-Relaxation
  Fast Fourier Transform
  Composite
Aircrack-ng
Y-Cruncher:
  1B
  500M
Primesieve:
  1e13
  1e12
Stress-NG:
  AVX-512 VNNI
  Wide Vector Math
  Vector Shuffle
  Vector Floating Point
  Matrix 3D Math
  Fused Multiply-Add
  Floating Point
  x86_64 RdRand
  CPU Cache
  System V Message Passing
Stockfish
Helsing:
  14 digit
  12 digit
Cpuminer-Opt:
  LBC, LBRY Credits
  Skeincoin
  Deepcoin
  Ringcoin
  Garlicoin
  Blake-2 S
  Magi
  Myriad-Groestl
  Quad SHA-256, Pyrite
  Triple SHA-256, Onecoin
  scrypt
Xmrig
OpenVINO:
  Weld Porosity Detection FP16 - CPU
  Age Gender Recognition Retail 0013 FP16 - CPU
  Face Detection FP16 - CPU
TensorFlow:
  CPU - 512 - GoogLeNet
  CPU - 512 - ResNet-50
srsRAN Project
GraphicsMagick:
  Sharpen
  Enhanced
  Noise-Gaussian
WebP Image Encode
SVT-HEVC
OpenVKL
Intel Open Image Denoise:
  RTLightmap.hdr.4096x4096 - CPU-Only
  RT.ldr_alb_nrm.3840x2160 - CPU-Only
  RT.hdr_alb_nrm.3840x2160 - CPU-Only
LuxCoreRender:
  Orange Juice - CPU
  DLSC - CPU
miniBUDE
DuckDB
ONNX Runtime:
  System Power Consumption Monitor
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  System Power Consumption Monitor
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  System Power Consumption Monitor
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  System Power Consumption Monitor
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  System Power Consumption Monitor
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  Phoronix Test Suite System Monitoring
  Phoronix Test Suite System Monitoring
  Phoronix Test Suite System Monitoring
  Phoronix Test Suite System Monitoring
  System Power Consumption Monitor
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
DaCapo Benchmark
ONNX Runtime:
  Faster R-CNN R-50-FPN-int8 - CPU - Standard:
    Inference Time Cost (ms)
    Inferences Per Second
  ResNet50 v1-12-int8 - CPU - Standard:
    Inference Time Cost (ms)
    Inferences Per Second
  GPT-2 - CPU - Standard:
    Inference Time Cost (ms)
    Inferences Per Second
  bertsquad-12 - CPU - Standard:
    Inference Time Cost (ms)
    Inferences Per Second
  fcn-resnet101-11 - CPU - Parallel:
    Inference Time Cost (ms)
    Inferences Per Second
HeFFTe - Highly Efficient FFT for Exascale:
  System Power Consumption Monitor
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  r2c - FFTW - float - 128
HeFFTe - Highly Efficient FFT for Exascale