new tests extra cpus

Tests for a future article. Intel Xeon Gold 6346 testing with a Supermicro X12SPO-NTF v2.00 (1.2 BIOS) and astdrmfb on AlmaLinux 9.1 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2304246-NE-NEWTESTSE15
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April 04 2023
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April 04 2023
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April 04 2023
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April 22 2023
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new tests extra cpusOpenBenchmarking.orgPhoronix Test SuiteIntel Xeon Gold 6338 @ 3.20GHz (32 Cores / 64 Threads)Intel Xeon Gold 6346 @ 3.60GHz (16 Cores / 32 Threads)Supermicro X12SPO-NTF v2.00 (1.2 BIOS)8 x 64 GB DDR4-3200MT/s Samsung M393A8G40AB2-CWE2 x 1920GB SAMSUNG MZQL21T9HCJR-00A07astdrmfbDELL E207WFPAlmaLinux 9.15.14.0-162.12.1.el9_1.x86_64 (x86_64)GCC 11.3.1 20220421ext41280x1024ProcessorsMotherboardMemoryDiskGraphicsMonitorOSKernelCompilerFile-SystemScreen Resolution New Tests Extra Cpus PerformanceSystem Logs- Transparent Huge Pages: always- --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-isl - Scaling Governor: intel_cpufreq performance - CPU Microcode: 0xd000375- Python 3.9.14- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Vulnerable: Clear buffers attempted no microcode; SMT vulnerable + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

efghijResult OverviewPhoronix Test Suite100%114%127%141%Embree7-Zip CompressionOpenSSLJohn The RipperDarmstadt Automotive Parallel Heterogeneous SuiteTimed Linux Kernel CompilationStress-NGTimed FFmpeg CompilationRocksDBFFmpegSVT-AV1MariaDBGoogle Draco

new tests extra cpusnwchem: C240 Buckyballdeeprec: PLE - BF16deeprec: PLE - BF16deeprec: MMOE - BF16deeprec: MMOE - BF16deeprec: PLE - FP32deeprec: PLE - FP32tensorflow: CPU - 512 - ResNet-50deeprec: BST - BF16deeprec: BST - BF16deeprec: DCNv2 - BF16deeprec: DCNv2 - BF16blender: Barbershop - CPU-Onlydeeprec: MMOE - FP32deeprec: MMOE - FP32deeprec: DCNv2 - FP32deeprec: DCNv2 - FP32deeprec: BST - FP32deeprec: BST - FP32tensorflow: CPU - 256 - ResNet-50build-llvm: Unix Makefilesbuild-llvm: Ninjabuild-nodejs: Time To Compilepetsc: Streamstensorflow: CPU - 512 - GoogLeNetffmpeg: libx264 - Uploadffmpeg: libx264 - Uploadblender: Pabellon Barcelona - CPU-Onlymysqlslap: 8192build-godot: Time To Compiledeeprec: DLRM - BF16deeprec: DLRM - BF16opencv: Stitchingblender: Classroom - CPU-Onlyffmpeg: libx264 - Video On Demandffmpeg: libx264 - Video On Demandffmpeg: libx264 - Platformffmpeg: libx264 - Platformffmpeg: libx265 - Uploadffmpeg: libx265 - Uploadffmpeg: libx265 - Video On Demandffmpeg: libx265 - Video On Demandffmpeg: libx265 - Platformffmpeg: libx265 - Platformmemcached: 1:100openssl: SHA256openssl: ChaCha20-Poly1305openssl: AES-256-GCMopenssl: AES-128-GCMopenssl: ChaCha20openssl: SHA512opencv: Graph APItensorflow: CPU - 256 - GoogLeNetmysqlslap: 512build2: Time To Compiletensorflow: CPU - 512 - AlexNetvvenc: Bosphorus 4K - Fasttensorflow: CPU - 64 - ResNet-50mysqlslap: 4096mysqlslap: 2048mysqlslap: 1024opencv: Image Processingmysqlslap: 256blender: Fishy Cat - CPU-Onlydeeprec: DLRM - FP32deeprec: DLRM - FP32nginx: 1000nginx: 500nginx: 200apache: 1000apache: 500nginx: 100apache: 200apache: 100stress-ng: Atomicstress-ng: NUMAstress-ng: MEMFDonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUblender: BMW27 - CPU-Onlyonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUstress-ng: Futexstress-ng: Socket Activitystress-ng: MEMFDopencv: Corestress-ng: Futexopencv: Object Detectiontensorflow: CPU - 256 - AlexNettensorflow: CPU - 32 - ResNet-50memcached: 1:10daphne: OpenMP - Points2Imagememcached: 1:5vvenc: Bosphorus 4K - Fasterstress-ng: CPU Cacheffmpeg: libx265 - Liveffmpeg: libx265 - Livebuild-linux-kernel: defconfigjohn-the-ripper: MD5rocksdb: Rand Fillrocksdb: Update Randrocksdb: Rand Fill Syncrocksdb: Read Rand Write Randrocksdb: Read While Writingrocksdb: Rand Readjohn-the-ripper: HMAC-SHA512openssl: RSA4096openssl: RSA4096encode-opus: WAV To Opus Encodeopencv: Features 2Dsvt-av1: Preset 4 - Bosphorus 4Kdeeprec: DIN - BF16deeprec: DIN - BF16tensorflow: CPU - 64 - GoogLeNetvvenc: Bosphorus 1080p - Fastffmpeg: libx264 - Liveffmpeg: libx264 - Livedeeprec: DIN - FP32deeprec: DIN - FP32tensorflow: CPU - 16 - ResNet-50compress-7zip: Decompression Ratingcompress-7zip: Compression Ratingembree: Pathtracer - Asian Dragon Objopencv: DNN - Deep Neural Networkstress-ng: Context Switchingembree: Pathtracer ISPC - Asian Dragon Objbuild-ffmpeg: Time To Compilerocksdb: Seq Fillstress-ng: Zlibstress-ng: Forkingstress-ng: Pthreadstress-ng: Hashstress-ng: Semaphoresstress-ng: CPU Stressstress-ng: MMAPstress-ng: Vector Mathstress-ng: Matrix Mathstress-ng: Mallocstress-ng: CPU Cachestress-ng: Pollstress-ng: Cryptostress-ng: Mutexstress-ng: SENDFILEstress-ng: Zlibdaphne: OpenMP - Euclidean Clusterstress-ng: Atomicjohn-the-ripper: WPA PSKstress-ng: Pthreadstress-ng: NUMAstress-ng: Forkingstress-ng: System V Message Passingstress-ng: Semaphoresjohn-the-ripper: bcryptjohn-the-ripper: Blowfishstress-ng: Vector Mathstress-ng: Hashstress-ng: SENDFILEstress-ng: CPU Stressstress-ng: Mallocstress-ng: Memory Copyingstress-ng: Glibc Qsort Data Sortingstress-ng: Glibc C String Functionsstress-ng: Matrix Mathstress-ng: MMAPstress-ng: Function Callstress-ng: Mutexstress-ng: Pollstress-ng: Cryptostress-ng: x86_64 RdRandembree: Pathtracer - Crowntensorflow: CPU - 32 - GoogLeNetembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonvvenc: Bosphorus 1080p - Fasteronednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUtensorflow: CPU - 64 - AlexNetsvt-av1: Preset 4 - Bosphorus 1080pembree: Pathtracer ISPC - Asian Dragondaphne: OpenMP - NDT Mappingonednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 1D - bf16bf16bf16 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUtensorflow: CPU - 16 - GoogLeNetsvt-av1: Preset 8 - Bosphorus 4Ktensorflow: CPU - 32 - AlexNetonednn: IP Shapes 3D - bf16bf16bf16 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 3D - u8s8f32 - CPUtensorflow: CPU - 16 - AlexNetdraco: Church Facadeopencv: Videodraco: Liononednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUsvt-av1: Preset 8 - Bosphorus 1080psvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Konednn: Deconvolution Batch shapes_3d - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUsvt-av1: Preset 12 - Bosphorus 1080psvt-av1: Preset 13 - Bosphorus 1080pspecfem3d: Layered 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NWChem

NWChem is an open-source high performance computational chemistry package. Per NWChem's documentation, "NWChem aims to provide its users with computational chemistry tools that are scalable both in their ability to treat large scientific computational chemistry problems efficiently, and in their use of available parallel computing resources from high-performance parallel supercomputers to conventional workstation clusters." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 Buckyballefhij130026003900520065004764.84753.65851.25938.96087.31. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lcomex -lm -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2

DeepRec

OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: PLE - Data Type: BF16hij816243240SE +/- 0.03, N = 334.0334.0434.10
OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: PLE - Data Type: BF16hij714212835Min: 33.98 / Avg: 34.03 / Max: 34.09

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: PLE - Data Type: BF16hij4K8K12K16K20KSE +/- 16.66, N = 317420.7717426.6517458.85
OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: PLE - Data Type: BF16hij3K6K9K12K15KMin: 17397.82 / Avg: 17420.77 / Max: 17453.16

OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: MMOE - Data Type: BF16hij1428425670SE +/- 0.10, N = 360.7460.8160.73
OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: MMOE - Data Type: BF16hij1224364860Min: 60.62 / Avg: 60.74 / Max: 60.94

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: MMOE - Data Type: BF16hij7K14K21K28K35KSE +/- 51.49, N = 331100.0631134.9831093.88
OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: MMOE - Data Type: BF16hij5K10K15K20K25KMin: 31036.44 / Avg: 31100.06 / Max: 31202

OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: PLE - Data Type: FP32hij1632486480SE +/- 0.14, N = 370.6170.8870.58
OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: PLE - Data Type: FP32hij1428425670Min: 70.41 / Avg: 70.61 / Max: 70.87

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: PLE - Data Type: FP32hij8K16K24K32K40KSE +/- 70.13, N = 336149.2136290.1136137.82
OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: PLE - Data Type: FP32hij6K12K18K24K30KMin: 36047.93 / Avg: 36149.21 / Max: 36283.89

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 512 - Model: ResNet-50efhij1632486480SE +/- 0.00, N = 372.8772.8954.1454.1254.14
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 512 - Model: ResNet-50efhij1428425670Min: 54.14 / Avg: 54.14 / Max: 54.15

DeepRec

OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: BST - Data Type: BF16hij3691215SE +/- 0.01, N = 312.3512.3912.41
OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: BST - Data Type: BF16hij48121620Min: 12.34 / Avg: 12.35 / Max: 12.36

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: BST - Data Type: BF16hij14002800420056007000SE +/- 2.60, N = 36323.736343.206354.09
OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: BST - Data Type: BF16hij11002200330044005500Min: 6320.1 / Avg: 6323.73 / Max: 6328.78

OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: DCNv2 - Data Type: BF16hij612182430SE +/- 0.02, N = 324.1024.0524.10
OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: DCNv2 - Data Type: BF16hij612182430Min: 24.07 / Avg: 24.1 / Max: 24.12

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: DCNv2 - Data Type: BF16hij3K6K9K12K15KSE +/- 7.04, N = 312340.0712314.6312337.84
OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: DCNv2 - Data Type: BF16hij2K4K6K8K10KMin: 12326.21 / Avg: 12340.07 / Max: 12349.14

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.5Blend File: Barbershop - Compute: CPU-Onlyefhij2004006008001000SE +/- 4.90, N = 3606.40596.97889.41889.89888.58
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.5Blend File: Barbershop - Compute: CPU-Onlyefhij160320480640800Min: 879.62 / Avg: 889.41 / Max: 894.51

DeepRec

OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: MMOE - Data Type: FP32hij4080120160200SE +/- 0.11, N = 3188.01188.21187.50
OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: MMOE - Data Type: FP32hij306090120150Min: 187.8 / Avg: 188.01 / Max: 188.17

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: MMOE - Data Type: FP32hij20K40K60K80K100KSE +/- 55.23, N = 396261.9496362.2496002.56
OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: MMOE - Data Type: FP32hij20K40K60K80K100KMin: 96156.06 / Avg: 96261.94 / Max: 96342.12

OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: DCNv2 - Data Type: FP32hij816243240SE +/- 0.01, N = 333.8733.7933.84
OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: DCNv2 - Data Type: FP32hij714212835Min: 33.86 / Avg: 33.87 / Max: 33.89

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: DCNv2 - Data Type: FP32hij4K8K12K16K20KSE +/- 4.89, N = 317343.9717300.8317325.79
OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: DCNv2 - Data Type: FP32hij3K6K9K12K15KMin: 17338.29 / Avg: 17343.97 / Max: 17353.7

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.

Build: allmodconfig

e: The test quit with a non-zero exit status.

f: The test quit with a non-zero exit status.

g: The test quit with a non-zero exit status.

h: The test quit with a non-zero exit status.

i: The test quit with a non-zero exit status.

j: The test quit with a non-zero exit status.

DeepRec

OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: BST - Data Type: FP32hij510152025SE +/- 0.06, N = 321.3121.3521.39
OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: BST - Data Type: FP32hij510152025Min: 21.2 / Avg: 21.31 / Max: 21.38

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: BST - Data Type: FP32hij2K4K6K8K10KSE +/- 27.09, N = 310910.2210929.6510952.96
OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: BST - Data Type: FP32hij2K4K6K8K10KMin: 10856.68 / Avg: 10910.22 / Max: 10944.21

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 256 - Model: ResNet-50efhij1632486480SE +/- 0.01, N = 372.7272.7853.2653.2253.25
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 256 - Model: ResNet-50efhij1428425670Min: 53.24 / Avg: 53.26 / Max: 53.28

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 Makefilesefhij120240360480600SE +/- 3.74, N = 3403.98405.54527.02533.50522.28
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Unix Makefilesefhij90180270360450Min: 522.55 / Avg: 527.02 / Max: 534.45

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Ninjaefhij100200300400500SE +/- 0.23, N = 3335.32336.19472.56472.98473.74
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Ninjaefhij80160240320400Min: 472.15 / Avg: 472.55 / Max: 472.95

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 19.8.1Time To Compileefhij90180270360450SE +/- 0.10, N = 3295.65295.08406.29406.19405.75
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 19.8.1Time To Compileefhij70140210280350Min: 406.1 / Avg: 406.29 / Max: 406.42

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: Streamshij30K60K90K120K150KSE +/- 515.13, N = 3137247.86138390.81139367.201. (CC) gcc options: -fPIC -O3 -O2 -lpthread -ludev -lm
OpenBenchmarking.orgMB/s, More Is BetterPETSc 3.19Test: Streamshij20K40K60K80K100KMin: 136619.8 / Avg: 137247.86 / Max: 138269.161. (CC) gcc options: -fPIC -O3 -O2 -lpthread -ludev -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 2.12Device: CPU - Batch Size: 512 - Model: GoogLeNetefhij50100150200250SE +/- 0.01, N = 3218.09218.20162.44162.47162.25
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 512 - Model: GoogLeNetefhij4080120160200Min: 162.42 / Avg: 162.44 / Max: 162.46

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 6.0Encoder: libx264 - Scenario: Uploadefghij3691215SE +/- 0.01, N = 310.2010.2010.1911.6811.6811.661. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Uploadefghij3691215Min: 11.67 / Avg: 11.68 / Max: 11.691. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Uploadefghij50100150200250SE +/- 0.11, N = 3247.58247.53247.87216.25216.24216.521. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Uploadefghij4080120160200Min: 216.06 / Avg: 216.25 / Max: 216.451. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -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 3.5Blend File: Pabellon Barcelona - Compute: CPU-Onlyefhij60120180240300SE +/- 0.12, N = 3194.87194.12287.69287.13287.41
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.5Blend File: Pabellon Barcelona - Compute: CPU-Onlyefhij50100150200250Min: 287.45 / Avg: 287.69 / Max: 287.84

MariaDB

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

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.0.1Clients: 8192efghij100200300400500SE +/- 1.02, N = 33933933914444424431. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl
OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.0.1Clients: 8192efghij80160240320400Min: 441.7 / Avg: 443.73 / Max: 444.841. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

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 Compileefhij50100150200250SE +/- 0.31, N = 3187.58187.05247.79247.87248.55
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To Compileefhij4080120160200Min: 247.41 / Avg: 247.79 / Max: 248.4

DeepRec

OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: DLRM - Data Type: BF16hij20406080100SE +/- 0.19, N = 397.2998.6498.15
OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: DLRM - Data Type: BF16hij20406080100Min: 96.97 / Avg: 97.29 / Max: 97.62

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: DLRM - Data Type: BF16hij11K22K33K44K55KSE +/- 96.98, N = 349814.1850501.6050252.05
OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: DLRM - Data Type: BF16hij9K18K27K36K45KMin: 49646.76 / Avg: 49814.18 / Max: 49982.69

OpenCV

This is a benchmark of the OpenCV (Computer Vision) library's built-in performance tests. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Stitchingefhij50K100K150K200K250KSE +/- 801.57, N = 32417482396832023492030552005361. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared
OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Stitchingefhij40K80K120K160K200KMin: 201104 / Avg: 202348.67 / Max: 2038461. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.5Blend File: Classroom - Compute: CPU-Onlyefhij50100150200250SE +/- 0.19, N = 3164.85160.31232.06231.78232.13
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.5Blend File: Classroom - Compute: CPU-Onlyefhij4080120160200Min: 231.72 / Avg: 232.06 / Max: 232.37

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 6.0Encoder: libx264 - Scenario: Video On Demandefghij1020304050SE +/- 0.02, N = 339.4839.4539.3744.9444.9744.851. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Video On Demandefghij918273645Min: 44.92 / Avg: 44.94 / Max: 44.981. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Video On Demandefghij4080120160200SE +/- 0.06, N = 3191.89192.03192.41168.54168.44168.881. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Video On Demandefghij4080120160200Min: 168.42 / Avg: 168.54 / Max: 168.631. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Platformefghij1020304050SE +/- 0.03, N = 339.3339.4839.4744.9144.9744.951. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Platformefghij918273645Min: 44.87 / Avg: 44.91 / Max: 44.971. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Platformefghij4080120160200SE +/- 0.12, N = 3192.59191.85191.89168.67168.45168.501. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Platformefghij4080120160200Min: 168.43 / Avg: 168.67 / Max: 168.831. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Uploadefghij510152025SE +/- 0.03, N = 320.6420.5720.6122.2922.2822.461. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Uploadefghij510152025Min: 22.25 / Avg: 22.29 / Max: 22.361. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Uploadefghij306090120150SE +/- 0.17, N = 3122.34122.76122.50113.28113.34112.441. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Uploadefghij20406080100Min: 112.95 / Avg: 113.28 / Max: 113.471. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Video On Demandefghij1020304050SE +/- 0.09, N = 341.7441.8841.7545.6545.4445.491. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Video On Demandefghij918273645Min: 45.48 / Avg: 45.65 / Max: 45.81. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Video On Demandefghij4080120160200SE +/- 0.33, N = 3181.49180.88181.45165.96166.72166.531. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Video On Demandefghij306090120150Min: 165.39 / Avg: 165.96 / Max: 166.551. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Platformefghij1020304050SE +/- 0.07, N = 342.0141.8541.8545.6745.6245.531. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Platformefghij918273645Min: 45.53 / Avg: 45.67 / Max: 45.751. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Platformefghij4080120160200SE +/- 0.25, N = 3180.30181.02181.01165.88166.05166.391. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Platformefghij306090120150Min: 165.57 / Avg: 165.88 / Max: 166.371. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

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: 1:100efhij600K1200K1800K2400K3000KSE +/- 24953.13, N = 152973860.212808783.972136467.212164313.831993539.111. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:100efhij500K1000K1500K2000K2500KMin: 1976151.61 / Avg: 2136467.21 / Max: 2278691.031. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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 3.1Algorithm: SHA256efghij4000M8000M12000M16000M20000MSE +/- 3599683.66, N = 32077308588020783323840208500175201453514125014540475710145460665501. (CC) gcc options: -pthread -m64 -O3 -ldl
OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA256efghij4000M8000M12000M16000M20000MMin: 14530122210 / Avg: 14535141250 / Max: 145421206801. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20-Poly1305efghij20000M40000M60000M80000M100000MSE +/- 6468540.55, N = 31112229882501111710567101111037668007525230965375249418790752749434201. (CC) gcc options: -pthread -m64 -O3 -ldl
OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20-Poly1305efghij20000M40000M60000M80000M100000MMin: 75239970410 / Avg: 75252309653.33 / Max: 752618457801. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCMefghij60000M120000M180000M240000M300000MSE +/- 253599393.56, N = 32674437821802675039578802668103521601830351270331828145176601816474110601. (CC) gcc options: -pthread -m64 -O3 -ldl
OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCMefghij50000M100000M150000M200000M250000MMin: 182751829740 / Avg: 183035127033.33 / Max: 1835411174701. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCMefghij70000M140000M210000M280000M350000MSE +/- 20712512.35, N = 33036404443803032828141603030874043702079941349832081364437702083449976101. (CC) gcc options: -pthread -m64 -O3 -ldl
OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCMefghij50000M100000M150000M200000M250000MMin: 207953056560 / Avg: 207994134983.33 / Max: 2080193052701. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20efghij30000M60000M90000M120000M150000MSE +/- 8688544.64, N = 31522141681001522077130801522102026201049889516231050030669801049950975301. (CC) gcc options: -pthread -m64 -O3 -ldl
OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20efghij30000M60000M90000M120000M150000MMin: 104972120340 / Avg: 104988951623.33 / Max: 1050011093701. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA512efghij2000M4000M6000M8000M10000MSE +/- 1617191.98, N = 38346380060834816771083464185805732289320573032849057272036101. (CC) gcc options: -pthread -m64 -O3 -ldl
OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA512efghij1400M2800M4200M5600M7000MMin: 5729343940 / Avg: 5732289320 / Max: 57349193701. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenCV

This is a benchmark of the OpenCV (Computer Vision) library's built-in performance tests. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Graph APIefhij40K80K120K160K200KSE +/- 164.80, N = 31880051885651615401641241607661. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared
OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Graph APIefhij30K60K90K120K150KMin: 161330 / Avg: 161540 / Max: 1618651. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 256 - Model: GoogLeNetefhij50100150200250SE +/- 0.02, N = 3217.05217.01159.46159.34159.48
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 256 - Model: GoogLeNetefhij4080120160200Min: 159.43 / Avg: 159.46 / Max: 159.5

MariaDB

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

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.0.1Clients: 512efghij2004006008001000SE +/- 9.84, N = 58688738668808648401. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl
OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.0.1Clients: 512efghij150300450600750Min: 841.75 / Avg: 880.43 / Max: 894.451. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

Build2

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.15Time To Compileefhij20406080100SE +/- 1.14, N = 596.8496.64107.67105.93106.07
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.15Time To Compileefhij20406080100Min: 105.66 / Avg: 107.67 / Max: 111.81

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 512 - Model: AlexNetefhij120240360480600SE +/- 0.19, N = 3578.04576.64400.98400.98400.26
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 512 - Model: AlexNetefhij100200300400500Min: 400.63 / Avg: 400.98 / Max: 401.26

VVenC

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.7Video Input: Bosphorus 4K - Video Preset: Fastefhij1.06992.13983.20974.27965.3495SE +/- 0.001, N = 34.7474.7554.5664.5664.5741. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto
OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.7Video Input: Bosphorus 4K - Video Preset: Fastefhij246810Min: 4.56 / Avg: 4.57 / Max: 4.571. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50efhij1632486480SE +/- 0.01, N = 371.5071.4952.7752.8252.80
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50efhij1428425670Min: 52.76 / Avg: 52.77 / Max: 52.79

MariaDB

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

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.0.1Clients: 4096efghij2004006008001000SE +/- 2.45, N = 37988038108268228101. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl
OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.0.1Clients: 4096efghij150300450600750Min: 821.02 / Avg: 825.78 / Max: 829.191. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.0.1Clients: 2048efghij2004006008001000SE +/- 4.69, N = 38488538498097968101. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl
OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.0.1Clients: 2048efghij150300450600750Min: 799.36 / Avg: 808.68 / Max: 814.331. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.0.1Clients: 1024efghij2004006008001000SE +/- 8.73, N = 38678518648298228651. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl
OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.0.1Clients: 1024efghij150300450600750Min: 811.69 / Avg: 829.14 / Max: 838.221. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

OpenCV

This is a benchmark of the OpenCV (Computer Vision) library's built-in performance tests. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Image Processingefhij30K60K90K120K150KSE +/- 916.27, N = 31236781226561046751007661040331. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared
OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Image Processingefhij20K40K60K80K100KMin: 103440 / Avg: 104675 / Max: 1064651. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared

MariaDB

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

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.0.1Clients: 256efghij2004006008001000SE +/- 10.01, N = 38788708878909189031. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl
OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.0.1Clients: 256efghij160320480640800Min: 879.51 / Avg: 889.9 / Max: 909.921. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -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 3.5Blend File: Fishy Cat - Compute: CPU-Onlyefhij306090120150SE +/- 0.09, N = 376.5576.93112.07111.89112.28
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.5Blend File: Fishy Cat - Compute: CPU-Onlyefhij20406080100Min: 111.91 / Avg: 112.07 / Max: 112.21

DeepRec

OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: DLRM - Data Type: FP32hij60120180240300SE +/- 0.29, N = 3268.91271.33269.03
OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: DLRM - Data Type: FP32hij50100150200250Min: 268.57 / Avg: 268.91 / Max: 269.48

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: DLRM - Data Type: FP32hij30K60K90K120K150KSE +/- 145.81, N = 3137681.75138919.17137744.28
OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: DLRM - Data Type: FP32hij20K40K60K80K100KMin: 137509.48 / Avg: 137681.75 / Max: 137971.66

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: 1000efhij40K80K120K160K200KSE +/- 28.90, N = 3164243.20164831.27109256.71109346.80109558.981. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 1000efhij30K60K90K120K150KMin: 109198.91 / Avg: 109256.71 / Max: 109286.321. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500efhij30K60K90K120K150KSE +/- 17.26, N = 3160858.82160487.19113684.79113549.16113739.841. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500efhij30K60K90K120K150KMin: 113651.82 / Avg: 113684.79 / Max: 113710.151. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 200efhij30K60K90K120K150KSE +/- 10.78, N = 3160594.88160596.18118060.34118216.29118198.091. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 200efhij30K60K90K120K150KMin: 118038.79 / Avg: 118060.34 / Max: 118071.581. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

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: 1000efhij40K80K120K160K200KSE +/- 303.73, N = 3185846.03185721.16168568.79173404.22168958.551. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.56Concurrent Requests: 1000efhij30K60K90K120K150KMin: 168077.64 / Avg: 168568.79 / Max: 169123.931. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.56Concurrent Requests: 500efhij40K80K120K160K200KSE +/- 306.33, N = 3186259.01186542.92168427.66173949.23170495.741. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.56Concurrent Requests: 500efhij30K60K90K120K150KMin: 168072.85 / Avg: 168427.66 / Max: 169037.621. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

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: 100efhij30K60K90K120K150KSE +/- 33.69, N = 3151096.19151139.57118589.58118462.79118453.741. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 100efhij30K60K90K120K150KMin: 118551.44 / Avg: 118589.58 / Max: 118656.751. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

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: 200efhij40K80K120K160K200KSE +/- 387.27, N = 3189134.12190175.90173426.91182855.42172379.561. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.56Concurrent Requests: 200efhij30K60K90K120K150KMin: 172660.03 / Avg: 173426.91 / Max: 173904.51. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.56Concurrent Requests: 100efhij30K60K90K120K150KSE +/- 69.71, N = 3128779.98129247.95148306.00150468.57149032.751. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.56Concurrent Requests: 100efhij30K60K90K120K150KMin: 148195.6 / Avg: 148306 / Max: 148434.941. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.06Test: Atomicefhij60120180240300SE +/- 2.20, N = 15156.11160.27260.09273.44261.741. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.06Test: Atomicefhij50100150200250Min: 248.06 / Avg: 260.09 / Max: 274.321. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.06Test: NUMAefhij4080120160200SE +/- 1.20, N = 15179.61169.8395.6094.0994.021. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.06Test: NUMAefhij306090120150Min: 87.55 / Avg: 95.6 / Max: 103.231. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.06Test: MEMFDefhij120240360480600SE +/- 14.06, N = 15430.06437.85538.85391.51390.831. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.06Test: MEMFDefhij100200300400500Min: 418.16 / Avg: 538.85 / Max: 580.841. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lz -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 3.1Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUefhij30060090012001500SE +/- 2.92, N = 3903.52887.471264.551269.411269.07MIN: 849.4MIN: 844.57MIN: 1210.64MIN: 1219.37MIN: 1220.451. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUefhij2004006008001000Min: 1261.32 / Avg: 1264.55 / Max: 1270.371. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUefhij30060090012001500SE +/- 2.73, N = 3886.91897.841269.701271.331260.99MIN: 844.74MIN: 851.56MIN: 1215.95MIN: 1221.68MIN: 1212.221. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUefhij2004006008001000Min: 1265.28 / Avg: 1269.7 / Max: 1274.71. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUefhij30060090012001500SE +/- 3.00, N = 3891.70892.281268.131274.191263.73MIN: 849.48MIN: 849.32MIN: 1214.46MIN: 1225.59MIN: 1212.791. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUefhij2004006008001000Min: 1264.27 / Avg: 1268.13 / Max: 1274.041. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -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 3.5Blend File: BMW27 - Compute: CPU-Onlyefhij20406080100SE +/- 0.02, N = 359.8460.1786.6986.6286.71
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.5Blend File: BMW27 - Compute: CPU-Onlyefhij1632486480Min: 86.66 / Avg: 86.69 / Max: 86.73

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 3.1Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUefhij150300450600750SE +/- 0.94, N = 3513.74522.15705.25696.92702.08MIN: 495.91MIN: 502.11MIN: 674.1MIN: 668.26MIN: 673.181. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUefhij120240360480600Min: 703.85 / Avg: 705.25 / Max: 707.041. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUefhij150300450600750SE +/- 0.30, N = 3511.49510.86706.98709.06699.08MIN: 490.8MIN: 492.47MIN: 677.17MIN: 677.09MIN: 668.91. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUefhij120240360480600Min: 706.41 / Avg: 706.98 / Max: 707.41. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUefhij150300450600750SE +/- 2.34, N = 3508.75509.81700.36702.46713.05MIN: 489.62MIN: 489.85MIN: 667.01MIN: 672.81MIN: 680.591. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUefhij130260390520650Min: 696.39 / Avg: 700.36 / Max: 704.491. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Futexefghij600K1200K1800K2400K3000KSE +/- 44269.26, N = 152073056.272082786.912109816.632969099.972815652.702728277.391. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -lrt -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Futexefghij500K1000K1500K2000K2500KMin: 2648678.08 / Avg: 2969099.97 / Max: 3315763.091. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Socket Activityefghij2K4K6K8K10KSE +/- 622.10, N = 159732.029783.029861.353522.266574.216586.721. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -lrt -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Socket Activityefghij2K4K6K8K10KMin: 8.8 / Avg: 3522.26 / Max: 6654.091. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: MEMFDefghij120240360480600SE +/- 13.12, N = 15394.99415.33464.42557.29454.13381.741. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -lrt -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: MEMFDefghij100200300400500Min: 424.62 / Avg: 557.29 / Max: 625.891. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -lrt -lz -pthread

OpenCV

This is a benchmark of the OpenCV (Computer Vision) library's built-in performance tests. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Coreefhij16K32K48K64K80KSE +/- 723.19, N = 374952762736752668984677601. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared
OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Coreefhij13K26K39K52K65KMin: 66148 / Avg: 67525.67 / Max: 685961. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.06Test: Futexefhij600K1200K1800K2400K3000KSE +/- 51354.36, N = 122103532.732125283.932977539.722583399.142906460.441. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.06Test: Futexefhij500K1000K1500K2000K2500KMin: 2742966.85 / Avg: 2977539.72 / Max: 3316921.511. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lz -pthread

OpenCV

This is a benchmark of the OpenCV (Computer Vision) library's built-in performance tests. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Object Detectionefhij7K14K21K28K35KSE +/- 286.60, N = 1530587303472475323632237431. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared
OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Object Detectionefhij5K10K15K20K25KMin: 23597 / Avg: 24753.27 / Max: 274101. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 256 - Model: AlexNetefhij120240360480600SE +/- 0.07, N = 3566.19565.67386.26385.88386.41
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 256 - Model: AlexNetefhij100200300400500Min: 386.19 / Avg: 386.26 / Max: 386.39

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 32 - Model: ResNet-50efhij1530456075SE +/- 0.01, N = 369.4469.4252.1552.2152.16
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 32 - Model: ResNet-50efhij1326395265Min: 52.14 / Avg: 52.15 / Max: 52.16

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: 1:10efhij900K1800K2700K3600K4500KSE +/- 26057.18, N = 34268751.714165587.243134084.273152408.513161848.431. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:10efhij700K1400K2100K2800K3500KMin: 3093541.96 / Avg: 3134084.27 / Max: 3182713.341. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Darmstadt Automotive Parallel Heterogeneous Suite

DAPHNE is the Darmstadt Automotive Parallel HeterogeNEous Benchmark Suite with OpenCL / CUDA / OpenMP test cases for these automotive benchmarks for evaluating programming models in context to vehicle autonomous driving capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous Suite 2021.11.02Backend: OpenMP - Kernel: Points2Imageefghij4K8K12K16K20KSE +/- 30.76, N = 313099.4112910.6413009.3419476.0818470.6918237.251. (CXX) g++ options: -O3 -std=c++11 -fopenmp
OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous Suite 2021.11.02Backend: OpenMP - Kernel: Points2Imageefghij3K6K9K12K15KMin: 19416.09 / Avg: 19476.08 / Max: 19517.841. (CXX) g++ options: -O3 -std=c++11 -fopenmp

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: 1:5efhij900K1800K2700K3600K4500KSE +/- 12477.68, N = 34317194.514295820.033380951.403411591.013343846.781. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:5efhij700K1400K2100K2800K3500KMin: 3366339.75 / Avg: 3380951.4 / Max: 3405777.271. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

VVenC

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.7Video Input: Bosphorus 4K - Video Preset: Fasterefhij3691215SE +/- 0.012, N = 39.0469.0369.2649.2459.3321. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto
OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.7Video Input: Bosphorus 4K - Video Preset: Fasterefhij3691215Min: 9.25 / Avg: 9.26 / Max: 9.291. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: CPU Cacheefghij1326395265SE +/- 3.29, N = 1238.9940.4440.1257.0652.9657.861. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -lrt -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: CPU Cacheefghij1122334455Min: 48.66 / Avg: 57.06 / Max: 91.981. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -lrt -lz -pthread

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 6.0Encoder: libx265 - Scenario: Liveefghij306090120150SE +/- 0.19, N = 3113.16113.11112.77124.54124.54124.901. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Liveefghij20406080100Min: 124.17 / Avg: 124.54 / Max: 124.751. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Liveefghij1020304050SE +/- 0.06, N = 344.6344.6544.7840.5540.5540.431. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Liveefghij918273645Min: 40.48 / Avg: 40.55 / Max: 40.671. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

Timed Linux Kernel Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigefghij1530456075SE +/- 0.52, N = 353.8353.2153.1667.7568.8168.87
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigefghij1326395265Min: 67.23 / Avg: 67.75 / Max: 68.78

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: MD5efghij900K1800K2700K3600K4500KSE +/- 2962.73, N = 34127000411900041220002846333285200028430001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: MD5efghij700K1400K2100K2800K3500KMin: 2842000 / Avg: 2846333.33 / Max: 28520001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

RocksDB

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

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random Fillefghij300K600K900K1200K1500KSE +/- 4097.59, N = 31111179110999411043551284377127138612848901. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random Fillefghij200K400K600K800K1000KMin: 1276536 / Avg: 1284377.33 / Max: 12903611. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Update Randomefghij200K400K600K800K1000KSE +/- 188.07, N = 38016978003197979707104327083417065081. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Update Randomefghij140K280K420K560K700KMin: 710094 / Avg: 710431.67 / Max: 7107441. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random Fill Syncefghij60K120K180K240K300KSE +/- 58.27, N = 33004733007133013692116792114762116571. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random Fill Syncefghij50K100K150K200K250KMin: 211591 / Avg: 211678.67 / Max: 2117891. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read Random Write Randomefghij600K1200K1800K2400K3000KSE +/- 6073.00, N = 32781003277890127765702353603233718423376081. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read Random Write Randomefghij500K1000K1500K2000K2500KMin: 2342926 / Avg: 2353603 / Max: 23639561. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read While Writingefghij1000K2000K3000K4000K5000KSE +/- 10221.65, N = 34691218472197847991723122070311133830973221. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read While Writingefghij800K1600K2400K3200K4000KMin: 3107898 / Avg: 3122070.33 / Max: 31419161. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random Readefghij20M40M60M80M100MSE +/- 707833.96, N = 31063662921065529211078678947261986872533469713266071. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random Readefghij20M40M60M80M100MMin: 71210926 / Avg: 72619868.33 / Max: 734437041. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

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-SHA512efghij30M60M90M120M150MSE +/- 405431.05, N = 31474480001465670001471940001262930001258160001251800001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: HMAC-SHA512efghij30M60M90M120M150MMin: 125719000 / Avg: 126293000 / Max: 1270760001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

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 3.1Algorithm: RSA4096efghij90K180K270K360K450KSE +/- 136.10, N = 3419714.9419839.0419763.7286665.8286768.1286274.21. (CC) gcc options: -pthread -m64 -O3 -ldl
OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096efghij70K140K210K280K350KMin: 286397.1 / Avg: 286665.8 / Max: 286837.81. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096efghij3K6K9K12K15KSE +/- 2.48, N = 313789.313782.413813.49773.29755.39754.11. (CC) gcc options: -pthread -m64 -O3 -ldl
OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096efghij2K4K6K8K10KMin: 9768.4 / Avg: 9773.23 / Max: 9776.61. (CC) gcc options: -pthread -m64 -O3 -ldl

Opus Codec Encoding

Opus is an open audio codec. Opus is a lossy audio compression format designed primarily for interactive real-time applications over the Internet. This test uses Opus-Tools and measures the time required to encode a WAV file to Opus five times. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.4WAV To Opus Encodehij816243240SE +/- 0.01, N = 534.2634.2434.311. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.4WAV To Opus Encodehij714212835Min: 34.24 / Avg: 34.26 / Max: 34.31. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm

OpenCV

This is a benchmark of the OpenCV (Computer Vision) library's built-in performance tests. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Features 2Defhij14K28K42K56K70KSE +/- 672.84, N = 363156617925268954913528781. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared
OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Features 2Defhij11K22K33K44K55KMin: 52010 / Avg: 52689.33 / Max: 540351. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 4 - Input: Bosphorus 4Kefghij0.69321.38642.07962.77283.466SE +/- 0.015, N = 33.0493.0493.0543.0813.0613.0501. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 4 - Input: Bosphorus 4Kefghij246810Min: 3.06 / Avg: 3.08 / Max: 3.111. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

DeepRec

OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: DIN - Data Type: BF16hij20406080100SE +/- 0.13, N = 382.2582.3280.33
OpenBenchmarking.orgGstep / sec, More Is BetterDeepRecModel: DIN - Data Type: BF16hij1632486480Min: 81.99 / Avg: 82.25 / Max: 82.42

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: DIN - Data Type: BF16hij9K18K27K36K45KSE +/- 67.58, N = 342109.6842145.5941131.21
OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: DIN - Data Type: BF16hij7K14K21K28K35KMin: 41976.78 / Avg: 42109.68 / Max: 42197.5

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: GoogLeNetefhij50100150200250SE +/- 0.13, N = 3213.19213.21157.24157.41157.38
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: GoogLeNetefhij4080120160200Min: 156.98 / Avg: 157.24 / Max: 157.39

VVenC

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.7Video Input: Bosphorus 1080p - Video Preset: Fastefhij48121620SE +/- 0.04, N = 313.3413.2813.8513.8913.821. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto
OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.7Video Input: Bosphorus 1080p - Video Preset: Fastefhij48121620Min: 13.79 / Avg: 13.85 / Max: 13.921. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

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.