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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e
April 04 2023
  5 Hours, 33 Minutes
f
April 04 2023
  5 Hours, 32 Minutes
g
April 04 2023
  2 Hours, 7 Minutes
h
April 22 2023
  1 Day, 8 Hours, 40 Minutes
i
April 23 2023
  11 Hours, 28 Minutes
j
April 23 2023
  11 Hours, 30 Minutes
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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 cpusembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Ksvt-av1: Preset 4 - Bosphorus 1080psvt-av1: Preset 8 - Bosphorus 1080psvt-av1: Preset 12 - Bosphorus 1080psvt-av1: Preset 13 - Bosphorus 1080pcompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingbuild-ffmpeg: Time To Compilebuild-linux-kernel: defconfigffmpeg: libx264 - Liveffmpeg: libx264 - Liveffmpeg: libx265 - Liveffmpeg: libx265 - Liveffmpeg: libx264 - Uploadffmpeg: libx264 - Uploadffmpeg: libx265 - Uploadffmpeg: libx265 - Uploadffmpeg: libx264 - Platformffmpeg: libx264 - Platformffmpeg: libx265 - Platformffmpeg: libx265 - Platformffmpeg: libx264 - Video On Demandffmpeg: libx264 - Video On Demandffmpeg: libx265 - Video On Demandffmpeg: libx265 - Video On Demandstress-ng: Hashstress-ng: MMAPstress-ng: NUMAstress-ng: Pollstress-ng: Zlibstress-ng: Futexstress-ng: MEMFDstress-ng: Mutexstress-ng: Atomicstress-ng: Cryptostress-ng: Mallocstress-ng: Forkingstress-ng: Pthreadstress-ng: SENDFILEstress-ng: CPU Cachestress-ng: CPU Stressstress-ng: Semaphoresstress-ng: Matrix Mathstress-ng: Vector Mathstress-ng: Function Callstress-ng: Memory Copyingstress-ng: Socket Activitystress-ng: Context Switchingstress-ng: Glibc C String Functionsstress-ng: Glibc Qsort Data Sortingstress-ng: System V Message Passingopenssl: SHA256openssl: SHA512openssl: RSA4096openssl: RSA4096openssl: ChaCha20openssl: AES-128-GCMopenssl: AES-256-GCMopenssl: ChaCha20-Poly1305stress-ng: x86_64 RdRandjohn-the-ripper: bcryptjohn-the-ripper: WPA PSKjohn-the-ripper: Blowfishjohn-the-ripper: HMAC-SHA512john-the-ripper: MD5daphne: OpenMP - NDT Mappingdaphne: OpenMP - Points2Imagedaphne: OpenMP - Euclidean Clusterdraco: Liondraco: Church Facademysqlslap: 256mysqlslap: 512mysqlslap: 1024mysqlslap: 2048mysqlslap: 4096mysqlslap: 8192rocksdb: Rand Fillrocksdb: Rand Readrocksdb: Update Randrocksdb: Seq Fillrocksdb: Rand Fill Syncrocksdb: Read While Writingrocksdb: Read Rand Write Randopencv: Coreopencv: Videoopencv: Graph APIopencv: Stitchingopencv: Features 2Dopencv: Image Processingopencv: Object Detectionopencv: DNN - Deep Neural Networkvvenc: Bosphorus 1080p - Fastvvenc: Bosphorus 1080p - Fastervvenc: Bosphorus 4K - Fastvvenc: Bosphorus 4K - Fasterbuild-godot: Time To Compilebuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-nodejs: Time To Compilebuild2: Time To Compilestress-ng: Hashstress-ng: MMAPstress-ng: NUMAstress-ng: Pollstress-ng: Zlibstress-ng: Futexstress-ng: MEMFDstress-ng: Mutexstress-ng: Atomicstress-ng: Cryptostress-ng: Mallocstress-ng: Forkingstress-ng: Pthreadstress-ng: SENDFILEstress-ng: CPU Cachestress-ng: CPU Stressstress-ng: Semaphoresstress-ng: Matrix Mathstress-ng: Vector Mathnwchem: C240 Buckyballmemcached: 1:5memcached: 1:10memcached: 1:100nginx: 100nginx: 200nginx: 500nginx: 1000apache: 100apache: 200apache: 500apache: 1000blender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyblender: Barbershop - CPU-Onlyonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_3d - bf16bf16bf16 - CPUonednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUonednn: IP Shapes 1D - bf16bf16bf16 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 3D - u8s8f32 - CPUonednn: IP Shapes 3D - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUtensorflow: CPU - 16 - ResNet-50tensorflow: CPU - 16 - AlexNettensorflow: CPU - 16 - GoogLeNettensorflow: CPU - 32 - ResNet-50tensorflow: CPU - 32 - AlexNettensorflow: CPU - 32 - GoogLeNettensorflow: CPU - 64 - ResNet-50tensorflow: CPU - 64 - AlexNettensorflow: CPU - 64 - GoogLeNettensorflow: CPU - 256 - ResNet-50tensorflow: CPU - 256 - AlexNettensorflow: CPU - 256 - GoogLeNettensorflow: CPU - 512 - ResNet-50tensorflow: CPU - 512 - AlexNettensorflow: CPU - 512 - GoogLeNetencode-opus: WAV To Opus Encodepetsc: Streamsdeeprec: DIN - BF16deeprec: DIN - BF16deeprec: DIN - FP32deeprec: DIN - FP32deeprec: DLRM - BF16deeprec: DLRM - BF16deeprec: DLRM - FP32deeprec: DLRM - FP32deeprec: MMOE - BF16deeprec: MMOE - BF16deeprec: MMOE - FP32deeprec: MMOE - FP32deeprec: BST - BF16deeprec: BST - BF16deeprec: BST - FP32deeprec: BST - FP32deeprec: PLE - BF16deeprec: PLE - BF16deeprec: PLE - FP32deeprec: PLE - FP32deeprec: DCNv2 - BF16deeprec: DCNv2 - BF16deeprec: DCNv2 - FP32deeprec: DCNv2 - FP32efghij29.409235.003135.470632.234444.404337.92473.04955.794191.683176.7467.231127.605502.718480.11919612113699628.01453.83328.37178.0044.63113.16247.5810.20122.3420.64192.5939.33180.3042.01191.8939.48181.48895509541.744466781.04774.15166.994035573.841620.62073056.27394.99969913.81157.0538963.9378931999.9977939.2144344.18489496.0738.9952534.226280163.34113551.29119310.97152594.256083.679732.025166885.123501538.25276.836895520.2820773085880834638006013789.3419714.9152214168100303640444380267443782180111222988250334310.64404401893084039614744800041270001165.7313099.407033508690.3354726654878868867848798393111117910636629280169712742873004734691218278100374952840818800524174863156123678305872916813.33925.4394.7479.046187.577335.322403.978295.65496.8374835927.28729.26179.6140383841789.132103532.73430.06969776.95156.1139091.0878610054.5675346.36142321.26492399.22223417.1754460.736279831.97121611.76119392.914764.84317194.514268751.712973860.21151096.19160594.88160858.82164243.2128779.98189134.12186259.01185846.0359.84164.8576.55194.87606.41.849221.633515.615184.538530.4147757.720591.881990.4129857.772041.308391.598943.11271.630060.5363281.68355886.91903.519891.699511.49508.746513.73562.63301.94191.5969.44393.95204.4671.5468.66213.1972.72566.19217.0572.87578.04218.0929.286534.953235.381932.067644.407538.09663.04956.242193.997174.6497.976126.881514.742483.35319713913644027.87253.20728.27178.6544.65113.11247.5310.20122.7620.57191.8539.48181.01731544441.85192.0339.45180.8841.884463109.62742.73163.394027385.591591.752082786.91415.33969633.43157.7638948.0779082149.2877970.3144244.5490342.6140.4452157.846274228.79113258.03119310.27152593.86066.739783.025115907.383529363.29275.586905447.5920783323840834816771013782.4419839152207713080303282814160267503957880111171056710334324.2404211898544046014656700041190001166.6912910.639012078712.9354926656870873851853803393110999410655292180031912675563007134721978277890176273816218856523968361792122656303472928813.28125.4984.7559.036187.047336.192405.544295.0896.644835657.84727.52169.834035027.511788.22125283.93437.85972025.68160.2739071.5578868686.974817.2142232.06493574.132431294.8754403.046288116.39121882.86119349.954753.64295820.034165587.242808783.97151139.57160596.18160487.19164831.27129247.95190175.9186542.92185721.1660.17160.3176.93194.12596.971.694781.545795.626394.312280.4147567.738751.861050.4087127.772931.300870.8318234.194371.618190.5603921.64727897.839887.466892.283510.863509.809522.14762.84302191.9669.42393.42204.5971.49466.03213.2172.78565.67217.0172.89576.64218.229.358834.740635.505532.196244.284838.06983.05455.299193.389173.4947.515128.142521.86486.25219811413641928.03653.15728.30178.4644.78112.77247.8710.19122.5020.61191.8939.47181.0141.85192.4139.37181.4541.754460696.99735.31184.834023520.121321.532109816.63464.42969577.51160.1539002.2679143065.7477787.38144040.02492918.3140.1252459.636274788.61113380.23119385.68152594.676092.19861.355204045.073645309.63276.137787657.6320850017520834641858013813.4419763.7152210202620303087404370266810352160111103766800334325.64404601893084040214719400041220001142.6413009.342876409722.6755256530887866864849810391110435510786789479797012828693013694799172277657019.717622.434723.069521.002128.310824.36333.08147.308173.515166.1948.059123.797540.944541.9951362359375234.95767.75224.95202.3840.55124.54216.2511.68113.2822.29168.6744.91165.8845.67168.5444.94165.9645.653089184.07433.2093.252257415.181135.632969099.97557.291165454.03260.3726680.4723388075.5871159.22163837.03337606.3457.0635599.203244081.7381986.2581800.43104780.054302.253522.265373285.422408058.86189.507943561.311453514125057322893209773.2286665.810498895162320799413498318303512703375252309653334563.47280131296492802812629300028463331294.7419476.084982701961.405167639089088082980982644412843777261986871043214987992116793122070235360367526679916154020234952689104675247532565613.85327.7934.5669.264247.789472.555527.021406.289107.6723348679.10431.3095.602257645.941203.502977539.72538.851165638.38260.0926814.1623508474.8564172.35147732.48338894.542473550.0137556.083241988.2784915.6681804.455851.23380951.403134084.272136467.21118589.58118060.34113684.79109256.71148306.00173426.91168427.66168568.7986.69232.06112.07287.69889.411.917331.794368.125853.723470.49455611.21332.533420.54538811.29261.674600.4964004.164811.860150.6338001.754121269.701264.551268.13706.980700.363705.24750.52248.81150.3552.15306.79154.6052.77348.91157.2453.26386.26159.4654.14400.98162.4434.261137247.862242109.6882.2552319.06102.1949814.1897.29137681.75268.9131100.0660.7496261.94188.016323.7312.3510910.2221.3117420.7734.0336149.2170.6112340.0724.1017343.9733.8719.773922.359623.052520.983328.271324.28163.06147.731172.35166.2778.296123.112540.895537.1381363089367135.07668.80525.06201.5340.55124.54216.2411.68113.3422.28168.4544.97166.0545.62168.4444.97166.7245.443087253.76430.9594.52257168.811140.672815652.7454.131165955.27256.9226761.4623517728.1671274.12163053.35340726.652.9635705.983243813.6482002.8881695.62104763.644310.236574.215303334.582496277.19190.17960924.711454047571057303284909755.3286768.110500306698020813644377018281451766075249418790334550.11280321297312800312581600028520001247.7518470.6885564851013.545176641191886482279682244212713867253346970834114853912114763111338233718468984669316412420305554913100766236322459213.88627.84.5669.245247.872472.977533.5406.189105.9283343242.27431.1994.092258819.861155.22583399.14391.511166455.13273.4426817.8323474659.3264087.97148250.98340013.72540532.6537349.033242574.7985096.0181676.835938.93411591.013152408.512164313.83118462.79118216.29113549.16109346.8150468.57182855.42173949.23173404.2286.62231.78111.89287.13889.891.904041.735768.144983.72380.49346711.22822.527440.55150411.29531.670350.4973964.133381.825370.6451011.740511271.331269.411274.19709.057702.461696.91950.64248.15150.4152.21306.64154.9252.82349.1157.4153.22385.88159.3454.12400.98162.4734.244138390.810742145.5982.3252878.34103.2850501.698.64138919.17271.3331134.9860.8196362.24188.216343.212.3910929.6521.3517426.6534.0436290.1170.8812314.6324.0517300.8333.7919.619322.323223.158920.976528.430524.27793.0547.803173.551167.4338.258123.271536.004537.5481360059359935.02568.86725.13200.9240.43124.90216.5211.66112.4422.46168.5044.95166.3945.53168.8844.85166.5345.493090952.6431.5999.762254827.31137.342728277.39381.741165479.96306.326729.223552788.570654.25164013.17342626.1757.8635839.553244457.4281862.6681778.72104750.994304.946586.724864771.182386711.99189.277955059.051454606655057272036109754.1286274.210499509753020834499761018164741106075274943420334550.3280221296382801212518000028430001246.0318237.2483639671014.535173640790384086581081044312848907132660770650814926052116573097322233760867760681316076620053652878104033237432670813.82327.914.5749.332248.554473.739522.275405.753106.0673342591.6431.894.022256203.861206.842906460.44390.831165016.2261.7426817.8623468513.7363405.19148426.95341456.232570371.4437389.383244195.8685213.6380822.716087.33343846.783161848.431993539.11118453.74118198.09113739.84109558.98149032.75172379.56170495.74168958.5586.71232.13112.28287.41888.581.890811.775448.135863.720020.49521511.5772.535180.54562611.30431.677390.492174.160951.837090.6248011.753931260.991269.071263.73699.08713.052702.07750.54248.49150.6852.16304.84154.9952.8348.54157.3853.25386.41159.4854.14400.26162.2534.313139367.204141131.2180.3352806.14103.1450252.0598.15137744.28269.0331093.8860.7396002.56187.56354.0912.4110952.9621.3917458.8534.136137.8270.5812337.8424.117325.7933.84OpenBenchmarking.org

Embree

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.0.1Binary: Pathtracer - Model: Crownefghij714212835SE +/- 0.05, N = 329.4129.2929.3619.7219.7719.62MIN: 28.72 / MAX: 31.05MIN: 28.61 / MAX: 30.83MIN: 28.73 / MAX: 30.61MIN: 19.49 / MAX: 20.5MIN: 19.64 / MAX: 20.73MIN: 19.47 / MAX: 20.27

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.0.1Binary: Pathtracer ISPC - Model: Crownefghij816243240SE +/- 0.04, N = 335.0034.9534.7422.4322.3622.32MIN: 34.13 / MAX: 36.64MIN: 34.07 / MAX: 36.73MIN: 33.94 / MAX: 36.36MIN: 21.85 / MAX: 24.32MIN: 21.84 / MAX: 24MIN: 21.84 / MAX: 24.02

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.0.1Binary: Pathtracer - Model: Asian Dragonefghij816243240SE +/- 0.05, N = 335.4735.3835.5123.0723.0523.16MIN: 34.22 / MAX: 37.08MIN: 34.3 / MAX: 36.96MIN: 34.23 / MAX: 37MIN: 22.9 / MAX: 23.77MIN: 22.96 / MAX: 23.68MIN: 23.06 / MAX: 23.75

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.0.1Binary: Pathtracer - Model: Asian Dragon Objefghij714212835SE +/- 0.04, N = 332.2332.0732.2021.0020.9820.98MIN: 31.25 / MAX: 33.72MIN: 31.19 / MAX: 33.77MIN: 31.14 / MAX: 33.69MIN: 20.84 / MAX: 21.33MIN: 20.9 / MAX: 21.18MIN: 20.89 / MAX: 21.22

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.0.1Binary: Pathtracer ISPC - Model: Asian Dragonefghij1020304050SE +/- 0.07, N = 344.4044.4144.2828.3128.2728.43MIN: 43.8 / MAX: 46.79MIN: 43.88 / MAX: 46.85MIN: 43.73 / MAX: 46.57MIN: 27.61 / MAX: 30.41MIN: 27.6 / MAX: 30.18MIN: 27.79 / MAX: 30.42

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.0.1Binary: Pathtracer ISPC - Model: Asian Dragon Objefghij918273645SE +/- 0.03, N = 337.9238.1038.0724.3624.2824.28MIN: 37.43 / MAX: 40.04MIN: 37.56 / MAX: 40.12MIN: 37.55 / MAX: 40.11MIN: 23.83 / MAX: 26.05MIN: 23.75 / MAX: 25.83MIN: 23.75 / MAX: 25.58

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 8 - Input: Bosphorus 4Kefghij1326395265SE +/- 0.12, N = 355.7956.2455.3047.3147.7347.801. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 12 - Input: Bosphorus 4Kefghij4080120160200SE +/- 0.03, N = 3191.68194.00193.39173.52172.35173.551. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 13 - Input: Bosphorus 4Kefghij4080120160200SE +/- 0.56, N = 3176.75174.65173.49166.19166.28167.431. (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 1080pefghij246810SE +/- 0.105, N = 37.2317.9767.5158.0598.2968.2581. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 8 - Input: Bosphorus 1080pefghij306090120150SE +/- 0.32, N = 3127.61126.88128.14123.80123.11123.271. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 12 - Input: Bosphorus 1080pefghij120240360480600SE +/- 4.52, N = 3502.72514.74521.86540.94540.90536.001. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 13 - Input: Bosphorus 1080pefghij120240360480600SE +/- 2.33, N = 3480.12483.35486.25542.00537.14537.551. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

7-Zip Compression

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

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression Ratingefghij40K80K120K160K200KSE +/- 426.89, N = 31961211971391981141362351363081360051. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression Ratingefghij30K60K90K120K150KSE +/- 74.28, N = 31369961364401364199375293671935991. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Timed FFmpeg Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 6.0Time To Compileefghij816243240SE +/- 0.03, N = 328.0127.8728.0434.9635.0835.03

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

Build: allmodconfig

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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.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Liveefghij714212835SE +/- 0.04, N = 328.3728.2728.3024.9525.0625.131. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Liveefghij4080120160200SE +/- 0.33, N = 3178.00178.65178.46202.38201.53200.921. (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.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.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.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.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.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.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.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.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.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.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.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.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.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

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Hashefghij1000K2000K3000K4000K5000KSE +/- 126.06, N = 34466781.044463109.624460696.993089184.073087253.763090952.601. (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: MMAPefghij170340510680850SE +/- 0.70, N = 3774.15742.73735.31433.20430.95431.591. (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: NUMAefghij4080120160200SE +/- 0.91, N = 3166.99163.39184.8393.2594.5099.761. (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: Pollefghij900K1800K2700K3600K4500KSE +/- 230.77, N = 34035573.844027385.594023520.122257415.182257168.812254827.301. (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: Zlibefghij30060090012001500SE +/- 1.93, N = 31620.601591.751321.531135.631140.671137.341. (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: 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: 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: Mutexefghij200K400K600K800K1000KSE +/- 196.52, N = 3969913.81969633.43969577.511165454.031165955.271165479.961. (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: Atomicefghij70140210280350SE +/- 1.08, N = 3157.05157.76160.15260.37256.92306.301. (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: Cryptoefghij8K16K24K32K40KSE +/- 22.35, N = 338963.9338948.0739002.2626680.4726761.4626729.201. (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: Mallocefghij20M40M60M80M100MSE +/- 109768.81, N = 378931999.9979082149.2879143065.7423388075.5823517728.1623552788.501. (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: Forkingefghij20K40K60K80K100KSE +/- 132.55, N = 377939.2077970.3077787.3871159.2271274.1270654.251. (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: Pthreadefghij40K80K120K160K200KSE +/- 150.68, N = 3144344.18144244.50144040.02163837.03163053.35164013.171. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -lrt -lz -pthread

Test: IO_uring

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OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: SENDFILEefghij110K220K330K440K550KSE +/- 71.80, N = 3489496.07490342.61492918.31337606.34340726.60342626.171. (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 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 Stressefghij11K22K33K44K55KSE +/- 35.16, N = 352534.2252157.8452459.6335599.2035705.9835839.551. (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: Semaphoresefghij1.3M2.6M3.9M5.2M6.5MSE +/- 626.84, N = 36280163.346274228.796274788.613244081.733243813.643244457.421. (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: Matrix Mathefghij20K40K60K80K100KSE +/- 62.64, N = 3113551.29113258.03113380.2381986.2582002.8881862.661. (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: Vector Mathefghij30K60K90K120K150KSE +/- 32.35, N = 3119310.97119310.27119385.6881800.4381695.6281778.721. (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: Function Callefghij30K60K90K120K150KSE +/- 3.58, N = 3152594.25152593.80152594.67104780.05104763.64104750.991. (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: Memory Copyingefghij13002600390052006500SE +/- 0.91, N = 36083.676066.736092.104302.254310.234304.941. (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: Context Switchingefghij1.2M2.4M3.6M4.8M6MSE +/- 61475.84, N = 45166885.125115907.385204045.075373285.425303334.584864771.181. (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: Glibc C String Functionsefghij800K1600K2400K3200K4000KSE +/- 3246.22, N = 33501538.253529363.293645309.632408058.862496277.192386711.991. (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: Glibc Qsort Data Sortingefghij60120180240300SE +/- 0.26, N = 3276.83275.58276.13189.50190.10189.271. (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: System V Message Passingefghij2M4M6M8M10MSE +/- 4165.71, N = 36895520.286905447.597787657.637943561.317960924.717955059.051. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -lrt -lz -pthread

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: SHA512efghij2000M4000M6000M8000M10000MSE +/- 1617191.98, N = 38346380060834816771083464185805732289320573032849057272036101. (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.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.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: AES-128-GCMefghij70000M140000M210000M280000M350000MSE +/- 20712512.35, N = 33036404443803032828141603030874043702079941349832081364437702083449976101. (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: ChaCha20-Poly1305efghij20000M40000M60000M80000M100000MSE +/- 6468540.55, N = 31112229882501111710567101111037668007525230965375249418790752749434201. (CC) gcc options: -pthread -m64 -O3 -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.

Model: Layered Halfspace

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Model: Water-layered Halfspace

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Model: Homogeneous Halfspace

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Model: Mount St. Helens

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Model: Tomographic Model

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Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: x86_64 RdRandefghij70K140K210K280K350KSE +/- 10.75, N = 3334310.64334324.20334325.64334563.47334550.11334550.301. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -lrt -lz -pthread

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: bcryptefghij9K18K27K36K45KSE +/- 11.26, N = 34044040421404602801328032280221. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: WPA PSKefghij40K80K120K160K200KSE +/- 27.79, N = 31893081898541893081296491297311296381. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: Blowfishefghij9K18K27K36K45KSE +/- 11.70, N = 34039640460404022802828003280121. (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-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: MD5efghij900K1800K2700K3600K4500KSE +/- 2962.73, N = 34127000411900041220002846333285200028430001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

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: NDT Mappingefghij30060090012001500SE +/- 0.51, N = 31165.731166.691142.641294.741247.751246.031. (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: 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: Euclidean Clusterefghij2004006008001000SE +/- 10.31, N = 5690.33712.93722.67961.401013.541014.531. (CXX) g++ options: -O3 -std=c++11 -fopenmp

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: Lionefghij12002400360048006000SE +/- 5.78, N = 35472549255255167517651731. (CXX) g++ options: -O3

OpenBenchmarking.orgms, Fewer Is BetterGoogle Draco 1.5.6Model: Church Facadeefghij14002800420056007000SE +/- 1.20, N = 36654665665306390641164071. (CXX) g++ options: -O3

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: 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: 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: 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: 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: 8192efghij100200300400500SE +/- 1.02, N = 33933933914444424431. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -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 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 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: 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: Sequential Fillefghij300K600K900K1200K1500KSE +/- 5575.25, N = 31274287126755612828691498799148539114926051. (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: 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 Random Write Randomefghij600K1200K1800K2400K3000KSE +/- 6073.00, N = 32781003277890127765702353603233718423376081. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

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: Videoefhij2K4K6K8K10KSE +/- 13.02, N = 3840881626799669368131. (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 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: 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: 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: 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: 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: DNN - Deep Neural Networkefhij6K12K18K24K30KSE +/- 264.62, N = 529168292882565624592267081. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared

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: Fasterefhij714212835SE +/- 0.04, N = 325.4425.5027.7927.8027.911. (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: 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: Fasterefhij3691215SE +/- 0.012, N = 39.0469.0369.2649.2459.3321. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

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

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: Ninjaefhij100200300400500SE +/- 0.23, N = 3335.32336.19472.56472.98473.74

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Unix Makefilesefhij120240360480600SE +/- 3.74, N = 3403.98405.54527.02533.50522.28

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

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

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.06Test: Hashefhij1000K2000K3000K4000K5000KSE +/- 1653.89, N = 34835927.284835657.843348679.103343242.273342591.601. (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: MMAPefhij160320480640800SE +/- 0.39, N = 3729.26727.52431.30431.19431.801. (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: Pollefhij900K1800K2700K3600K4500KSE +/- 1054.76, N = 34038384.004035027.512257645.942258819.862256203.861. (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: Zlibefhij400800120016002000SE +/- 1.64, N = 31789.131788.201203.501155.201206.841. (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: 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: 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: Mutexefhij200K400K600K800K1000KSE +/- 265.04, N = 3969776.95972025.681165638.381166455.131165016.201. (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: 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: Cryptoefhij8K16K24K32K40KSE +/- 2.51, N = 339091.0839071.5526814.1626817.8326817.861. (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: Mallocefhij20M40M60M80M100MSE +/- 12210.94, N = 378610054.5678868686.9023508474.8523474659.3223468513.731. (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: Forkingefhij16K32K48K64K80KSE +/- 221.26, N = 375346.3674817.2064172.3564087.9763405.191. (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: Pthreadefhij30K60K90K120K150KSE +/- 671.65, N = 3142321.26142232.06147732.48148250.98148426.951. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lz -pthread

Test: IO_uring

e: The test run did not produce a result.

f: The test run did not produce a result.

h: The test run did not produce a result.

i: The test run did not produce a result.

j: The test run did not produce a result.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.06Test: SENDFILEefhij110K220K330K440K550KSE +/- 82.32, N = 3492399.20493574.13338894.54340013.70341456.231. (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: CPU Cacheefhij600K1200K1800K2400K3000KSE +/- 35357.11, N = 32223417.172431294.872473550.012540532.652570371.441. (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: CPU Stressefhij12K24K36K48K60KSE +/- 54.92, N = 354460.7354403.0437556.0837349.0337389.381. (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: Semaphoresefhij1.3M2.6M3.9M5.2M6.5MSE +/- 1059.44, N = 36279831.976288116.393241988.273242574.793244195.861. (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: Matrix Mathefhij30K60K90K120K150KSE +/- 51.94, N = 3121611.76121882.8684915.6685096.0185213.631. (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: Vector Mathefhij30K60K90K120K150KSE +/- 56.68, N = 3119392.91119349.9581804.4581676.8380822.711. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lz -pthread

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

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: 1:10efhij900K1800K2700K3600K4500KSE +/- 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: 1:100efhij600K1200K1800K2400K3000KSE +/- 24953.13, N = 152973860.212808783.972136467.212164313.831993539.111. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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: 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: 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: 1000efhij40K80K120K160K200KSE +/- 28.90, N = 3164243.20164831.27109256.71109346.80109558.981. (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: 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: 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: 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: 1000efhij40K80K120K160K200KSE +/- 303.73, N = 3185846.03185721.16168568.79173404.22168958.551. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

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: Classroom - Compute: CPU-Onlyefhij50100150200250SE +/- 0.19, N = 3164.85160.31232.06231.78232.13

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: Pabellon Barcelona - Compute: CPU-Onlyefhij60120180240300SE +/- 0.12, N = 3194.87194.12287.69287.13287.41

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.5Blend File: Barbershop - Compute: CPU-Onlyefhij2004006008001000SE +/- 4.90, N = 3606.40596.97889.41889.89888.58

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: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUefhij0.43140.86281.29421.72562.157SE +/- 0.00961, N = 31.849221.694781.917331.904041.89081MIN: 1.79MIN: 1.62MIN: 1.75MIN: 1.74MIN: 1.731. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUefhij0.40370.80741.21111.61482.0185SE +/- 0.01503, N = 31.633511.545791.794361.735761.77544MIN: 1.57MIN: 1.48MIN: 1.69MIN: 1.64MIN: 1.71. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUefhij246810SE +/- 0.00039, N = 35.615185.626398.125858.144988.13586MIN: 5.59MIN: 5.59MIN: 8.12MIN: 8.12MIN: 8.121. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUefhij1.02122.04243.06364.08485.106SE +/- 0.00329, N = 34.538534.312283.723473.723803.72002MIN: 3.54MIN: 3.56MIN: 3.03MIN: 3.04MIN: 3.11. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUefhij0.11140.22280.33420.44560.557SE +/- 0.000235, N = 30.4147750.4147560.4945560.4934670.495215MIN: 0.35MIN: 0.36MIN: 0.42MIN: 0.42MIN: 0.421. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPUefhij3691215SE +/- 0.00893, N = 37.720597.7387511.2133011.2282011.57700MIN: 7.58MIN: 7.58MIN: 11.11MIN: 11.11MIN: 11.481. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUefhij0.57041.14081.71122.28162.852SE +/- 0.00464, N = 31.881991.861052.533422.527442.53518MIN: 1.65MIN: 1.65MIN: 2.24MIN: 2.31MIN: 2.311. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUefhij0.12410.24820.37230.49640.6205SE +/- 0.000311, N = 30.4129850.4087120.5453880.5515040.545626MIN: 0.34MIN: 0.34MIN: 0.45MIN: 0.45MIN: 0.451. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPUefhij3691215SE +/- 0.00717, N = 37.772047.7729311.2926011.2953011.30430MIN: 7.7MIN: 7.71MIN: 11.22MIN: 11.22MIN: 11.231. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUefhij0.37740.75481.13221.50961.887SE +/- 0.00645, N = 31.308391.300871.674601.670351.67739MIN: 1.19MIN: 1.17MIN: 1.45MIN: 1.44MIN: 1.451. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUefhij0.35980.71961.07941.43921.799SE +/- 0.002966, N = 31.5989400.8318230.4964000.4973960.492170MIN: 0.67MIN: 0.53MIN: 0.39MIN: 0.4MIN: 0.391. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPUefhij0.94371.88742.83113.77484.7185SE +/- 0.01380, N = 33.112704.194374.164814.133384.16095MIN: 2.91MIN: 2.98MIN: 4.03MIN: 4.03MIN: 4.031. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUefhij0.41850.8371.25551.6742.0925SE +/- 0.00420, N = 31.630061.618191.860151.825371.83709MIN: 1.58MIN: 1.57MIN: 1.79MIN: 1.77MIN: 1.761. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUefhij0.14510.29020.43530.58040.7255SE +/- 0.006251, N = 30.5363280.5603920.6338000.6451010.624801MIN: 0.48MIN: 0.51MIN: 0.57MIN: 0.59MIN: 0.571. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPUefhij0.39470.78941.18411.57881.9735SE +/- 0.00448, N = 31.683551.647271.754121.740511.75393MIN: 1.42MIN: 1.42MIN: 1.69MIN: 1.69MIN: 1.71. (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: 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: 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: 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 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: 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: 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

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: 16 - Model: ResNet-50efhij1428425670SE +/- 0.02, N = 362.6362.8450.5250.6450.54

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: AlexNetefhij70140210280350SE +/- 0.29, N = 3301.94302.00248.81248.15248.49

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: GoogLeNetefhij4080120160200SE +/- 0.06, N = 3191.59191.96150.35150.41150.68

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: AlexNetefhij90180270360450SE +/- 0.15, N = 3393.95393.42306.79306.64304.84

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 32 - Model: GoogLeNetefhij4080120160200SE +/- 0.08, N = 3204.46204.59154.60154.92154.99

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: AlexNetefhij100200300400500SE +/- 0.39, N = 3468.66466.03348.91349.10348.54

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: 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: AlexNetefhij120240360480600SE +/- 0.07, N = 3566.19565.67386.26385.88386.41

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: 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: AlexNetefhij120240360480600SE +/- 0.19, N = 3578.04576.64400.98400.98400.26

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 512 - Model: GoogLeNetefhij50100150200250SE +/- 0.01, N = 3218.09218.20162.44162.47162.25

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

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

DeepRec

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: DIN - Data Type: BF16hij9K18K27K36K45KSE +/- 67.58, N = 342109.6842145.5941131.21

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: DIN - Data Type: FP32hij11K22K33K44K55KSE +/- 79.54, N = 352319.0652878.3452806.14

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: DLRM - Data Type: BF16hij11K22K33K44K55KSE +/- 96.98, N = 349814.1850501.6050252.05

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: DLRM - Data Type: FP32hij30K60K90K120K150KSE +/- 145.81, N = 3137681.75138919.17137744.28

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: MMOE - Data Type: BF16hij7K14K21K28K35KSE +/- 51.49, N = 331100.0631134.9831093.88

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: MMOE - Data Type: FP32hij20K40K60K80K100KSE +/- 55.23, N = 396261.9496362.2496002.56

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: BST - Data Type: BF16hij14002800420056007000SE +/- 2.60, N = 36323.736343.206354.09

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: BST - Data Type: FP32hij2K4K6K8K10KSE +/- 27.09, N = 310910.2210929.6510952.96

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: PLE - Data Type: BF16hij4K8K12K16K20KSE +/- 16.66, N = 317420.7717426.6517458.85

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: PLE - Data Type: FP32hij8K16K24K32K40KSE +/- 70.13, N = 336149.2136290.1136137.82

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: DCNv2 - Data Type: BF16hij3K6K9K12K15KSE +/- 7.04, N = 312340.0712314.6312337.84

OpenBenchmarking.orgThroughput, More Is BetterDeepRecModel: DCNv2 - Data Type: FP32hij4K8K12K16K20KSE +/- 4.89, N = 317343.9717300.8317325.79

195 Results Shown

Embree:
  Pathtracer - Crown
  Pathtracer ISPC - Crown
  Pathtracer - Asian Dragon
  Pathtracer - Asian Dragon Obj
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
SVT-AV1:
  Preset 4 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
  Preset 12 - Bosphorus 4K
  Preset 13 - Bosphorus 4K
  Preset 4 - Bosphorus 1080p
  Preset 8 - Bosphorus 1080p
  Preset 12 - Bosphorus 1080p
  Preset 13 - Bosphorus 1080p
7-Zip Compression:
  Compression Rating
  Decompression Rating
Timed FFmpeg Compilation
Timed Linux Kernel Compilation
FFmpeg:
  libx264 - Live:
    Seconds
    FPS
  libx265 - Live:
    Seconds
    FPS
  libx264 - Upload:
    Seconds
    FPS
  libx265 - Upload:
    Seconds
    FPS
  libx264 - Platform:
    Seconds
    FPS
  libx265 - Platform:
    Seconds
    FPS
  libx264 - Video On Demand:
    Seconds
    FPS
  libx265 - Video On Demand:
    Seconds
    FPS
Stress-NG:
  Hash
  MMAP
  NUMA
  Poll
  Zlib
  Futex
  MEMFD
  Mutex
  Atomic
  Crypto
  Malloc
  Forking
  Pthread
  SENDFILE
  CPU Cache
  CPU Stress
  Semaphores
  Matrix Math
  Vector Math
  Function Call
  Memory Copying
  Socket Activity
  Context Switching
  Glibc C String Functions
  Glibc Qsort Data Sorting
  System V Message Passing
OpenSSL:
  SHA256
  SHA512
  RSA4096
  RSA4096
  ChaCha20
  AES-128-GCM
  AES-256-GCM
  ChaCha20-Poly1305
Stress-NG
John The Ripper:
  bcrypt
  WPA PSK
  Blowfish
  HMAC-SHA512
  MD5
Darmstadt Automotive Parallel Heterogeneous Suite:
  OpenMP - NDT Mapping
  OpenMP - Points2Image
  OpenMP - Euclidean Cluster
Google Draco:
  Lion
  Church Facade
MariaDB:
  256
  512
  1024
  2048
  4096
  8192
RocksDB:
  Rand Fill
  Rand Read
  Update Rand
  Seq Fill
  Rand Fill Sync
  Read While Writing
  Read Rand Write Rand
OpenCV:
  Core
  Video
  Graph API
  Stitching
  Features 2D
  Image Processing
  Object Detection
  DNN - Deep Neural Network
VVenC:
  Bosphorus 1080p - Fast
  Bosphorus 1080p - Faster
  Bosphorus 4K - Fast
  Bosphorus 4K - Faster
Timed Godot Game Engine Compilation
Timed LLVM Compilation:
  Ninja
  Unix Makefiles
Timed Node.js Compilation
Build2
Stress-NG:
  Hash
  MMAP
  NUMA
  Poll
  Zlib
  Futex
  MEMFD
  Mutex
  Atomic
  Crypto
  Malloc
  Forking
  Pthread
  SENDFILE
  CPU Cache
  CPU Stress
  Semaphores
  Matrix Math
  Vector Math
NWChem
Memcached:
  1:5
  1:10
  1:100
nginx:
  100
  200
  500
  1000
Apache HTTP Server:
  100
  200
  500
  1000
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
  Fishy Cat - CPU-Only
  Pabellon Barcelona - CPU-Only
  Barbershop - CPU-Only
oneDNN:
  Convolution Batch Shapes Auto - f32 - CPU
  Convolution Batch Shapes Auto - u8s8f32 - CPU
  Convolution Batch Shapes Auto - bf16bf16bf16 - CPU
  Deconvolution Batch shapes_1d - f32 - CPU
  Deconvolution Batch shapes_1d - u8s8f32 - CPU
  Deconvolution Batch shapes_1d - bf16bf16bf16 - CPU
  Deconvolution Batch shapes_3d - f32 - CPU
  Deconvolution Batch shapes_3d - u8s8f32 - CPU
  Deconvolution Batch shapes_3d - bf16bf16bf16 - CPU
  IP Shapes 1D - f32 - CPU
  IP Shapes 1D - u8s8f32 - CPU
  IP Shapes 1D - bf16bf16bf16 - CPU
  IP Shapes 3D - f32 - CPU
  IP Shapes 3D - u8s8f32 - CPU
  IP Shapes 3D - bf16bf16bf16 - CPU
  Recurrent Neural Network Training - f32 - CPU
  Recurrent Neural Network Training - u8s8f32 - CPU
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - f32 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
TensorFlow:
  CPU - 16 - ResNet-50
  CPU - 16 - AlexNet
  CPU - 16 - GoogLeNet
  CPU - 32 - ResNet-50
  CPU - 32 - AlexNet
  CPU - 32 - GoogLeNet
  CPU - 64 - ResNet-50
  CPU - 64 - AlexNet
  CPU - 64 - GoogLeNet
  CPU - 256 - ResNet-50
  CPU - 256 - AlexNet
  CPU - 256 - GoogLeNet
  CPU - 512 - ResNet-50
  CPU - 512 - AlexNet
  CPU - 512 - GoogLeNet
Opus Codec Encoding
PETSc
DeepRec:
  DIN - BF16
  DIN - FP32
  DLRM - BF16
  DLRM - FP32
  MMOE - BF16
  MMOE - FP32
  BST - BF16
  BST - FP32
  PLE - BF16
  PLE - FP32
  DCNv2 - BF16
  DCNv2 - FP32