kvm-8vcpu-16gb-reference-08-06-2023

KVM testing on Debian 12 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2308093-SAMU-KVM8VCP35&grr.

kvm-8vcpu-16gb-reference-08-06-2023ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelCompilerFile-SystemScreen ResolutionSystem Layerkvm-8vcpu-16gb-reference-08-06-2023Intel Xeon Gold 6212U (8 Cores)QEMU Standard PC (Q35 + ICH9 2009) (rel-1.16.0-0-gd239552ce722-prebuilt.qemu.org BIOS)Intel 82G33/G31/P35/P31 + ICH916GB275GB QEMU HDDbochs-drmdrmfbIntel 82801IRed Hat Virtio deviceDebian 126.1.0-10-amd64 (x86_64)GCC 12.2.0ext41024x768KVMOpenBenchmarking.org- Transparent Huge Pages: always- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-bTRWOB/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-bTRWOB/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - MQ-DEADLINE / errors=remount-ro,relatime,rw / Block Size: 4096- CPU Microcode: 0x5003302- Python 3.11.2- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Vulnerable: Clear buffers attempted no microcode; SMT Host state unknown + retbleed: Mitigation of Enhanced IBRS + 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: Mitigation of TSX disabled

kvm-8vcpu-16gb-reference-08-06-2023fs-mark: 5000 Files, 1MB Size, 4 Threadsbuild-nodejs: Time To Compilepgbench: 1000 - 50 - Read Write - Average Latencypgbench: 1000 - 50 - Read Writepgbench: 1000 - 500 - Read Only - Average Latencypgbench: 1000 - 500 - Read Onlyopencv: Graph APIpgbench: 1000 - 1 - Read Only - Average Latencypgbench: 1000 - 1 - Read Onlynumenta-nab: KNN CADblender: Classroom - CPU-Onlytensorflow: CPU - 64 - VGG-16influxdb: 4 - 10000 - 2,5000,1 - 10000fio: Rand Write - POSIX AIO - No - Yes - 64KB - 8 - Default Test Directoryfio: Rand Write - POSIX AIO - No - Yes - 64KB - 8 - Default Test Directorytensorflow: CPU - 512 - GoogLeNetopencv: Image Processingpgbench: 1000 - 500 - Read Write - Average Latencypgbench: 1000 - 500 - Read Writepgbench: 100 - 500 - Read Write - Average Latencypgbench: 100 - 500 - Read Writefio: Rand Write - POSIX AIO - No - Yes - 64KB - 1 - Default Test Directoryfio: Rand Write - POSIX AIO - No - Yes - 64KB - 1 - Default Test Directoryfio: Seq Write - POSIX AIO - No - Yes - 64KB - 1 - Default Test Directoryfio: Seq Write - POSIX AIO - No - Yes - 64KB - 1 - Default Test Directoryfs-mark: 4000 Files, 32 Sub Dirs, 1MB Sizesqlite: 1pgbench: 1 - 1 - Read Write - Average Latencypgbench: 1 - 1 - Read Writeopencv: Corefio: Seq Write - POSIX AIO - No - Yes - 1MB - 1 - Default Test Directoryfio: Seq Write - POSIX AIO - No - Yes - 1MB - 1 - Default Test Directorystockfish: Total Timeopencv: Features 2Dinfluxdb: 64 - 10000 - 2,5000,1 - 10000tensorflow: CPU - 64 - ResNet-50fio: Rand Write - POSIX AIO - No - Yes - 1MB - 8 - Default Test Directoryfio: Rand Write - POSIX AIO - No - Yes - 1MB - 8 - Default Test Directoryinfluxdb: 1024 - 10000 - 2,5000,1 - 10000pgbench: 100 - 50 - Read Write - Average Latencypgbench: 100 - 50 - Read Writefio: Rand Write - POSIX AIO - No - Yes - 1MB - 1 - Default Test Directoryfio: Rand Write - POSIX AIO - No - Yes - 1MB - 1 - Default Test Directoryfio: Rand Write - POSIX AIO - No - Yes - 4KB - 1 - Default Test Directoryfio: Rand Write - POSIX AIO - No - Yes - 4KB - 1 - Default Test Directoryfio: Seq Read - POSIX AIO - No - Yes - 1MB - 1 - Default Test Directoryfio: Seq Read - POSIX AIO - No - Yes - 1MB - 1 - Default Test Directoryfio: Seq Write - POSIX AIO - No - Yes - 64KB - 8 - Default Test Directoryfio: Seq Write - POSIX AIO - No - Yes - 64KB - 8 - Default Test Directoryfio: Seq Write - POSIX AIO - No - Yes - 1MB - 8 - Default Test Directoryfio: Seq Write - POSIX AIO - No - Yes - 1MB - 8 - Default Test Directoryopencv: Stitchingsqlite: 8tensorflow: CPU - 256 - GoogLeNetffmpeg: libx264 - Uploadffmpeg: libx264 - Uploadfio: Seq Read - POSIX AIO - No - Yes - 4KB - 1 - Default Test Directoryfio: Seq Read - POSIX AIO - No - Yes - 4KB - 1 - Default Test Directorytensorflow: CPU - 32 - VGG-16ramspeed: Scale - Integersqlite: 4sqlite: 2pgbench: 1000 - 50 - Read Only - Average Latencypgbench: 1000 - 50 - Read Onlypgbench: 1000 - 1 - Read Write - Average Latencypgbench: 1000 - 1 - Read Writetensorflow: CPU - 512 - AlexNetpgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlybuild-linux-kernel: defconfigffmpeg: libx265 - Video On Demandffmpeg: libx265 - Video On Demandffmpeg: libx265 - Platformffmpeg: libx265 - Platformffmpeg: libx264 - Video On Demandffmpeg: libx264 - Video On Demandffmpeg: libx264 - Platformffmpeg: libx264 - Platformffmpeg: libx265 - Uploadffmpeg: libx265 - Uploadfio: Rand Read - POSIX AIO - No - Yes - 1MB - 1 - Default Test Directoryfio: Rand Read - POSIX AIO - No - Yes - 1MB - 1 - Default Test Directoryfs-mark: 1000 Files, 1MB Sizenumpy: pgbench: 100 - 1 - Read Write - Average Latencypgbench: 100 - 1 - Read Writeopencv: Object Detectiontensorflow: CPU - 16 - VGG-16openssl: SHA256openssl: ChaCha20-Poly1305openssl: AES-256-GCMopenssl: AES-128-GCMopenssl: ChaCha20openssl: SHA512rbenchmark: pgbench: 1 - 50 - Read Write - Average Latencypgbench: 1 - 50 - Read Writenumenta-nab: Earthgecko Skylineopencv: Videotiobench: Rand Write - 32MB - 8tensorflow: CPU - 256 - AlexNettensorflow: CPU - 32 - ResNet-50fio: Seq Write - POSIX AIO - No - Yes - 4KB - 1 - Default Test Directoryfio: Seq Write - POSIX AIO - No - Yes - 4KB - 1 - Default Test Directorypgbench: 100 - 50 - Read Only - Average Latencypgbench: 100 - 50 - Read Onlypgbench: 100 - 1 - Read Only - Average Latencypgbench: 100 - 1 - Read Onlytiobench: Read - 32MB - 8tiobench: Write - 32MB - 8ramspeed: Copy - Floating Pointtiobench: Rand Read - 32MB - 8numenta-nab: Relative Entropyramspeed: Average - Floating Pointpgbench: 1 - 500 - Read Write - Average Latencypgbench: 1 - 500 - Read Writepgbench: 1 - 1 - Read Only - Average Latencypgbench: 1 - 1 - Read Onlypgbench: 1 - 500 - Read Only - Average Latencypgbench: 1 - 500 - Read Onlypgbench: 1 - 50 - Read Only - Average Latencypgbench: 1 - 50 - Read Onlyopencv: DNN - Deep Neural Networkcachebench: Read / Modify / Writecachebench: Writecachebench: Readmnn: inception-v3mnn: mobilenet-v1-1.0mnn: MobileNetV2_224mnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: squeezenetv1.1mnn: mobilenetV3mnn: nasnetc-ray: Total Time - 4K, 16 Rays Per Pixelleveldb: Rand Deleteopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUfio: Seq Read - POSIX AIO - No - Yes - 1MB - 8 - Default Test Directoryfio: Seq Read - POSIX AIO - No - Yes - 1MB - 8 - Default Test Directoryfio: Rand Read - POSIX AIO - No - Yes - 1MB - 8 - Default Test Directoryfio: Rand Read - POSIX AIO - No - Yes - 1MB - 8 - Default Test Directoryfio: Rand Read - POSIX AIO - No - Yes - 4KB - 8 - Default Test Directoryfio: Rand Read - POSIX AIO - No - Yes - 4KB - 8 - Default Test Directorytensorflow: CPU - 64 - GoogLeNetfio: Rand Read - POSIX AIO - No - Yes - 64KB - 1 - Default Test Directoryfio: Rand Read - POSIX AIO - No - Yes - 64KB - 1 - Default Test Directoryfio: Rand Read - POSIX AIO - No - Yes - 64KB - 8 - Default Test Directoryfio: Rand Read - POSIX AIO - No - Yes - 64KB - 8 - Default Test Directoryfio: Seq Read - POSIX AIO - No - Yes - 64KB - 8 - Default Test Directoryfio: Seq Read - POSIX AIO - No - Yes - 64KB - 8 - Default Test Directoryfio: Seq Read - POSIX AIO - No - Yes - 4KB - 8 - Default Test Directoryfio: Seq Read - POSIX AIO - No - Yes - 4KB - 8 - Default Test Directoryfio: Seq Read - POSIX AIO - No - Yes - 64KB - 1 - Default Test Directoryfio: Seq Read - POSIX AIO - No - Yes - 64KB - 1 - Default Test Directorytensorflow-lite: Mobilenet Quantopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUfio: Rand Read - POSIX AIO - No - Yes - 4KB - 1 - Default Test Directoryfio: Rand Read - POSIX AIO - No - Yes - 4KB - 1 - Default Test Directoryapache: 500nginx: 500nginx: 100apache: 20apache: 100nginx: 20sysbench: CPUtensorflow: CPU - 16 - ResNet-50fio: Seq Write - POSIX AIO - No - Yes - 4KB - 8 - Default Test Directoryfio: Seq Write - POSIX AIO - No - Yes - 4KB - 8 - Default Test Directoryfio: Rand Write - POSIX AIO - No - Yes - 4KB - 8 - Default Test Directoryfio: Rand Write - POSIX AIO - No - Yes - 4KB - 8 - Default Test Directoryonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUnode-web-tooling: ffmpeg: libx265 - Liveffmpeg: libx265 - Liveonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUsimdjson: PartialTweetssimdjson: DistinctUserIDsimdjson: TopTweetcompress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedramspeed: Add - Integerramspeed: Triad - Integerramspeed: Average - Integercompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedramspeed: Triad - Floating Pointramspeed: Scale - Floating Pointramspeed: Copy - Integerramspeed: Add - Floating Pointsysbench: RAM / Memoryopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUsimdjson: Kostyacompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 8 - Compression Speedcompress-zstd: 3 - Decompression Speedcompress-zstd: 3 - Compression Speedcompress-zstd: 12 - Decompression Speedcompress-zstd: 12 - Compression Speedcompress-zstd: 3, Long Mode - Decompression Speedcompress-zstd: 3, Long Mode - Compression Speedopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUfs-mark: 1000 Files, 1MB Size, No Sync/FSyncopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUtensorflow-lite: Inception V4tensorflow-lite: Inception ResNet V2tensorflow-lite: NASNet Mobileopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUtensorflow-lite: Mobilenet Floattensorflow-lite: SqueezeNetopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenssl: RSA4096openssl: RSA4096ffmpeg: libx264 - Liveffmpeg: libx264 - Livenumenta-nab: Bayesian Changepointsimdjson: LargeRandtensorflow: CPU - 32 - GoogLeNetnumenta-nab: Contextual Anomaly Detector OSEbuild-imagemagick: Time To Compileonednn: IP Shapes 3D - bf16bf16bf16 - CPUtensorflow: CPU - 64 - AlexNetcompress-gzip: Linux Source Tree Archiving To .tar.gzredis: LPUSH - 500redis: LPUSH - 50redis: SET - 50redis: SET - 500redis: SADD - 500redis: SADD - 50redis: GET - 500tensorflow: CPU - 16 - GoogLeNetleveldb: Rand Readcrafty: Elapsed Timephpbench: PHP Benchmark Suiteredis: LPOP - 50redis: GET - 50redis: LPOP - 500tensorflow: CPU - 32 - AlexNetcompress-7zip: Decompression Ratingcompress-7zip: Compression Ratingnode-express-loadtest: pybench: Total For Average Test Timesleveldb: Overwriteleveldb: Overwriteleveldb: Seq Fillleveldb: Seq Fillleveldb: Hot Readonednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPUstream: Copytensorflow: CPU - 16 - AlexNetleveldb: Fill Syncleveldb: Fill Syncnumenta-nab: Windowed Gaussianonednn: IP Shapes 1D - bf16bf16bf16 - CPUleveldb: Seek Randleveldb: Rand Fillleveldb: Rand Fillonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_3d - bf16bf16bf16 - CPUstream: Addstream: Triadstream: Scalekvm-8vcpu-16gb-reference-08-06-2023177.11316.97564.82978416.983295323252380.07513336282.704829.589.37589177.9408232551.4782.91171097279.9541788207.58624189557611667.433179203430.4699.2145.2864.495223172778731314919.5712066180986091084268.124.7933873387.081195455.927.57618391842114425.791836673462.8338223822.43420982631.1437873787.61431066409.42876.329.12276.8231150124601.979.9624254.25350.966320.8890.888563344.824207182.701.814275784198.00133.28227.5933.34227.18814142734.02222.6534.07222.3516.02157.6345664566.54106.0363.594.859206381009.6224164983231840542451731174839590420399376133546362283727360858900.7974226.926220172.1814209118.014181.4623.352115584619.940.1603120540.0392557113654.2211.78125078.4023004.58528.22825144.452657.8291880.036278621.7192909470.1453455283207341296.96707425320.0659403034.95461220.4932.3742.7874.17110.9852.2501.61210.627112.55243.9931248.853.1957765776.0156865685.80113055452220.0671.51207281295.49517333233.34598213738.80151608606433.31212081325.503901.767.281097.4328212112850.2049015.4234006.2834698.7734792.3148848.1833872.859437.6121.741897075878.611778871153.222882.3510.0288.2257.251498.843.203.663.58756.010.424656.0423172.4124842.21758.25.5624527.4025074.8926237.8924812.557483.242274.901.752256.111.76659.3012.071.97949.4309.6944.6327.3957.21343.0869.1113.3996.8775.6115.3234.661764.524.53325.3749228.346465.412723.615.42517.652191.452888.1022.94174.1425.99307.240.98792.811.027766.49134141.02060.7148.5833.9955.3550.7670.8750.83150.5156.16259161.2745.6951525722.921475450.171616870.331656869.421828605.081836281.792008282.4266.735.87967240466905682217153.832246792.082303036.0144.1629162430684140101246.35319.145.94919.25.94627.739187359.0109.880.116802.97017.41410.33587.90849.27317.918.517920.428368102.468357.159657.4OpenBenchmarking.org

FS-Mark

Test: 5000 Files, 1MB Size, 4 Threads

OpenBenchmarking.orgFiles/s, More Is BetterFS-Mark 3.3Test: 5000 Files, 1MB Size, 4 Threadskvm-8vcpu-16gb-reference-08-06-20234080120160200SE +/- 11.85, N = 9177.1

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 19.8.1Time To Compilekvm-8vcpu-16gb-reference-08-06-202330060090012001500SE +/- 2.62, N = 31316.98

PostgreSQL

Scaling Factor: 1000 - Clients: 50 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 50 - Mode: Read Write - Average Latencykvm-8vcpu-16gb-reference-08-06-20231428425670SE +/- 2.83, N = 964.831. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 1000 - Clients: 50 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 50 - Mode: Read Writekvm-8vcpu-16gb-reference-08-06-20232004006008001000SE +/- 37.71, N = 97841. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 1000 - Clients: 500 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 500 - Mode: Read Only - Average Latencykvm-8vcpu-16gb-reference-08-06-202348121620SE +/- 0.34, N = 916.981. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 1000 - Clients: 500 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 500 - Mode: Read Onlykvm-8vcpu-16gb-reference-08-06-20236K12K18K24K30KSE +/- 578.09, N = 9295321. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenCV

Test: Graph API

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Graph APIkvm-8vcpu-16gb-reference-08-06-202370K140K210K280K350KSE +/- 7476.40, N = 93252381. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

PostgreSQL

Scaling Factor: 1000 - Clients: 1 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 1 - Mode: Read Only - Average Latencykvm-8vcpu-16gb-reference-08-06-20230.01690.03380.05070.06760.0845SE +/- 0.002, N = 90.0751. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 1000 - Clients: 1 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 1 - Mode: Read Onlykvm-8vcpu-16gb-reference-08-06-20233K6K9K12K15KSE +/- 273.19, N = 9133361. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Numenta Anomaly Benchmark

Detector: KNN CAD

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: KNN CADkvm-8vcpu-16gb-reference-08-06-202360120180240300SE +/- 2.52, N = 9282.70

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Classroom - Compute: CPU-Onlykvm-8vcpu-16gb-reference-08-06-20232004006008001000SE +/- 1.65, N = 3829.58

TensorFlow

Device: CPU - Batch Size: 64 - Model: VGG-16

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: VGG-16kvm-8vcpu-16gb-reference-08-06-20233691215SE +/- 0.01, N = 39.37

InfluxDB

Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000kvm-8vcpu-16gb-reference-08-06-2023130K260K390K520K650KSE +/- 11629.19, N = 12589177.9

Flexible IO Tester

Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20239K18K27K36K45KSE +/- 1704.32, N = 1240823MIN: 29080.6 / MAX: 49142.021. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20235001000150020002500SE +/- 106.52, N = 122551.47MIN: 1817.56 / MAX: 3071.381. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

TensorFlow

Device: CPU - Batch Size: 512 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 512 - Model: GoogLeNetkvm-8vcpu-16gb-reference-08-06-202320406080100SE +/- 0.27, N = 382.91

OpenCV

Test: Image Processing

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Image Processingkvm-8vcpu-16gb-reference-08-06-202340K80K120K160K200KSE +/- 1963.15, N = 121710971. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

PostgreSQL

Scaling Factor: 1000 - Clients: 500 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 500 - Mode: Read Write - Average Latencykvm-8vcpu-16gb-reference-08-06-202360120180240300SE +/- 4.43, N = 6279.951. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 1000 - Clients: 500 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 500 - Mode: Read Writekvm-8vcpu-16gb-reference-08-06-2023400800120016002000SE +/- 28.48, N = 617881. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latencykvm-8vcpu-16gb-reference-08-06-202350100150200250SE +/- 3.86, N = 12207.591. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 100 - Clients: 500 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Writekvm-8vcpu-16gb-reference-08-06-20235001000150020002500SE +/- 48.20, N = 1224181. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Flexible IO Tester

Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20232K4K6K8K10KSE +/- 745.99, N = 129557MIN: 5271.86 / MAX: 12040.961. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-2023130K260K390K520K650KSE +/- 47743.46, N = 12611667.43MIN: 337404.05 / MAX: 770629.621. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20237001400210028003500SE +/- 191.99, N = 153179MIN: 2035.73 / MAX: 5289.671. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202340K80K120K160K200KSE +/- 12287.08, N = 15203430.46MIN: 130289.83 / MAX: 338541.721. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

FS-Mark

Test: 4000 Files, 32 Sub Dirs, 1MB Size

OpenBenchmarking.orgFiles/s, More Is BetterFS-Mark 3.3Test: 4000 Files, 32 Sub Dirs, 1MB Sizekvm-8vcpu-16gb-reference-08-06-202320406080100SE +/- 1.08, N = 499.2

SQLite

Threads / Copies: 1

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.41.2Threads / Copies: 1kvm-8vcpu-16gb-reference-08-06-2023306090120150SE +/- 3.74, N = 11145.291. (CC) gcc options: -O2 -lz -lm

PostgreSQL

Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latencykvm-8vcpu-16gb-reference-08-06-20231.01142.02283.03424.04565.057SE +/- 0.034, N = 124.4951. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 1 - Clients: 1 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 1 - Mode: Read Writekvm-8vcpu-16gb-reference-08-06-202350100150200250SE +/- 1.60, N = 122231. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenCV

Test: Core

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Corekvm-8vcpu-16gb-reference-08-06-202340K80K120K160K200KSE +/- 4138.18, N = 91727781. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

Flexible IO Tester

Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-2023160320480640800SE +/- 273.76, N = 12731MIN: 196.32 / MAX: 3478.921. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202370K140K210K280K350KSE +/- 61676.44, N = 12314919.57MIN: 1609.68 / MAX: 703568.591. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 15Total Timekvm-8vcpu-16gb-reference-08-06-20233M6M9M12M15MSE +/- 134605.03, N = 12120661801. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver

OpenCV

Test: Features 2D

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Features 2Dkvm-8vcpu-16gb-reference-08-06-202320K40K60K80K100KSE +/- 1626.64, N = 15986091. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

InfluxDB

Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000kvm-8vcpu-16gb-reference-08-06-2023200K400K600K800K1000KSE +/- 9736.12, N = 151084268.1

TensorFlow

Device: CPU - Batch Size: 64 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50kvm-8vcpu-16gb-reference-08-06-2023612182430SE +/- 0.27, N = 524.79

Flexible IO Tester

Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20237001400210028003500SE +/- 288.31, N = 93387MIN: 1920.63 / MAX: 4194.511. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20237001400210028003500SE +/- 288.35, N = 93387.08MIN: 1920.96 / MAX: 4194.761. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

InfluxDB

Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000kvm-8vcpu-16gb-reference-08-06-2023300K600K900K1200K1500KSE +/- 11564.55, N = 151195455.9

PostgreSQL

Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latencykvm-8vcpu-16gb-reference-08-06-2023612182430SE +/- 1.31, N = 927.581. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 100 - Clients: 50 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 50 - Mode: Read Writekvm-8vcpu-16gb-reference-08-06-2023400800120016002000SE +/- 69.84, N = 918391. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Flexible IO Tester

Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-2023400800120016002000SE +/- 209.49, N = 91842MIN: 990.4 / MAX: 2723.181. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202320K40K60K80K100KSE +/- 112477.03, N = 9114425.79MIN: 1143.05 / MAX: 1014240.871. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20234K8K12K16K20KSE +/- 226.88, N = 1518366MIN: 16840.55 / MAX: 19532.481. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202316K32K48K64K80KSE +/- 907.54, N = 1573462.83MIN: 67362.35 / MAX: 78130.121. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20238001600240032004000SE +/- 52.87, N = 143822MIN: 3198.06 / MAX: 3984.491. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20238001600240032004000SE +/- 52.87, N = 143822.43MIN: 3198.15 / MAX: 3984.641. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20239K18K27K36K45KSE +/- 1332.09, N = 1042098MIN: 35978.71 / MAX: 50985.111. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20236001200180024003000SE +/- 83.25, N = 102631.14MIN: 2248.69 / MAX: 3186.581. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20238001600240032004000SE +/- 396.19, N = 93787MIN: 1303.93 / MAX: 5298.761. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20238001600240032004000SE +/- 396.21, N = 93787.61MIN: 1304.17 / MAX: 5298.871. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

OpenCV

Test: Stitching

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Stitchingkvm-8vcpu-16gb-reference-08-06-202390K180K270K360K450KSE +/- 4772.38, N = 34310661. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

SQLite

Threads / Copies: 8

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.41.2Threads / Copies: 8kvm-8vcpu-16gb-reference-08-06-202390180270360450SE +/- 1.31, N = 3409.431. (CC) gcc options: -O2 -lz -lm

TensorFlow

Device: CPU - Batch Size: 256 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 256 - Model: GoogLeNetkvm-8vcpu-16gb-reference-08-06-202320406080100SE +/- 0.26, N = 376.32

FFmpeg

Encoder: libx264 - Scenario: Upload

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Uploadkvm-8vcpu-16gb-reference-08-06-20233691215SE +/- 0.02, N = 39.121. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

FFmpeg

Encoder: libx264 - Scenario: Upload

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Uploadkvm-8vcpu-16gb-reference-08-06-202360120180240300SE +/- 0.49, N = 3276.821. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

Flexible IO Tester

Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20237K14K21K28K35KSE +/- 225.18, N = 1131150MIN: 30267.43 / MAX: 32788.581. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202330K60K90K120K150KSE +/- 900.73, N = 11124601.97MIN: 121070.02 / MAX: 131154.531. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

TensorFlow

Device: CPU - Batch Size: 32 - Model: VGG-16

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 32 - Model: VGG-16kvm-8vcpu-16gb-reference-08-06-20233691215SE +/- 0.07, N = 39.96

RAMspeed SMP

Type: Scale - Benchmark: Integer

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Scale - Benchmark: Integerkvm-8vcpu-16gb-reference-08-06-20235K10K15K20K25KSE +/- 236.84, N = 1524254.251. (CC) gcc options: -O3 -march=native

SQLite

Threads / Copies: 4

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.41.2Threads / Copies: 4kvm-8vcpu-16gb-reference-08-06-202380160240320400SE +/- 0.69, N = 3350.971. (CC) gcc options: -O2 -lz -lm

SQLite

Threads / Copies: 2

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.41.2Threads / Copies: 2kvm-8vcpu-16gb-reference-08-06-202370140210280350SE +/- 3.47, N = 3320.891. (CC) gcc options: -O2 -lz -lm

PostgreSQL

Scaling Factor: 1000 - Clients: 50 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 50 - Mode: Read Only - Average Latencykvm-8vcpu-16gb-reference-08-06-20230.19980.39960.59940.79920.999SE +/- 0.009, N = 30.8881. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 1000 - Clients: 50 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 50 - Mode: Read Onlykvm-8vcpu-16gb-reference-08-06-202312K24K36K48K60KSE +/- 550.87, N = 3563341. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 1000 - Clients: 1 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 1 - Mode: Read Write - Average Latencykvm-8vcpu-16gb-reference-08-06-20231.08542.17083.25624.34165.427SE +/- 0.041, N = 34.8241. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 1000 - Clients: 1 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 1 - Mode: Read Writekvm-8vcpu-16gb-reference-08-06-202350100150200250SE +/- 1.75, N = 32071. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

TensorFlow

Device: CPU - Batch Size: 512 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 512 - Model: AlexNetkvm-8vcpu-16gb-reference-08-06-20234080120160200SE +/- 1.46, N = 3182.70

PostgreSQL

Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latencykvm-8vcpu-16gb-reference-08-06-20230.40820.81641.22461.63282.041SE +/- 0.018, N = 61.8141. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 100 - Clients: 500 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Onlykvm-8vcpu-16gb-reference-08-06-202360K120K180K240K300KSE +/- 2707.55, N = 62757841. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigkvm-8vcpu-16gb-reference-08-06-20234080120160200SE +/- 2.39, N = 4198.00

FFmpeg

Encoder: libx265 - Scenario: Video On Demand

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Video On Demandkvm-8vcpu-16gb-reference-08-06-2023816243240SE +/- 0.03, N = 333.281. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

FFmpeg

Encoder: libx265 - Scenario: Video On Demand

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Video On Demandkvm-8vcpu-16gb-reference-08-06-202350100150200250SE +/- 0.22, N = 3227.591. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

FFmpeg

Encoder: libx265 - Scenario: Platform

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Platformkvm-8vcpu-16gb-reference-08-06-2023816243240SE +/- 0.11, N = 333.341. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

FFmpeg

Encoder: libx265 - Scenario: Platform

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Platformkvm-8vcpu-16gb-reference-08-06-202350100150200250SE +/- 0.75, N = 3227.191. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

FFmpeg

Encoder: libx264 - Scenario: Video On Demand

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Video On Demandkvm-8vcpu-16gb-reference-08-06-2023816243240SE +/- 0.01, N = 334.021. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

FFmpeg

Encoder: libx264 - Scenario: Video On Demand

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Video On Demandkvm-8vcpu-16gb-reference-08-06-202350100150200250SE +/- 0.06, N = 3222.651. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

FFmpeg

Encoder: libx264 - Scenario: Platform

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Platformkvm-8vcpu-16gb-reference-08-06-2023816243240SE +/- 0.10, N = 334.071. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

FFmpeg

Encoder: libx264 - Scenario: Platform

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Platformkvm-8vcpu-16gb-reference-08-06-202350100150200250SE +/- 0.65, N = 3222.351. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

FFmpeg

Encoder: libx265 - Scenario: Upload

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Uploadkvm-8vcpu-16gb-reference-08-06-202348121620SE +/- 0.03, N = 316.021. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

FFmpeg

Encoder: libx265 - Scenario: Upload

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Uploadkvm-8vcpu-16gb-reference-08-06-2023306090120150SE +/- 0.34, N = 3157.631. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

Flexible IO Tester

Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202310002000300040005000SE +/- 43.89, N = 64566MIN: 4375.08 / MAX: 4683.211. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202310002000300040005000SE +/- 43.88, N = 64566.54MIN: 4375.23 / MAX: 4683.281. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

FS-Mark

Test: 1000 Files, 1MB Size

OpenBenchmarking.orgFiles/s, More Is BetterFS-Mark 3.3Test: 1000 Files, 1MB Sizekvm-8vcpu-16gb-reference-08-06-202320406080100SE +/- 0.54, N = 3106.0

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy Benchmarkkvm-8vcpu-16gb-reference-08-06-202380160240320400SE +/- 0.67, N = 3363.59

PostgreSQL

Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average Latencykvm-8vcpu-16gb-reference-08-06-20231.09332.18663.27994.37325.4665SE +/- 0.052, N = 44.8591. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 100 - Clients: 1 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 1 - Mode: Read Writekvm-8vcpu-16gb-reference-08-06-202350100150200250SE +/- 2.16, N = 42061. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenCV

Test: Object Detection

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Object Detectionkvm-8vcpu-16gb-reference-08-06-20238K16K24K32K40KSE +/- 804.71, N = 15381001. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

TensorFlow

Device: CPU - Batch Size: 16 - Model: VGG-16

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: VGG-16kvm-8vcpu-16gb-reference-08-06-20233691215SE +/- 0.04, N = 39.62

OpenSSL

Algorithm: SHA256

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA256kvm-8vcpu-16gb-reference-08-06-2023500M1000M1500M2000M2500MSE +/- 18310345.44, N = 324164983231. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: ChaCha20-Poly1305

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20-Poly1305kvm-8vcpu-16gb-reference-08-06-20234000M8000M12000M16000M20000MSE +/- 175951826.95, N = 3184054245171. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: AES-256-GCM

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCMkvm-8vcpu-16gb-reference-08-06-20237000M14000M21000M28000M35000MSE +/- 38177192.52, N = 3311748395901. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: AES-128-GCM

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCMkvm-8vcpu-16gb-reference-08-06-20239000M18000M27000M36000M45000MSE +/- 85148856.84, N = 3420399376131. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: ChaCha20

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20kvm-8vcpu-16gb-reference-08-06-20238000M16000M24000M32000M40000MSE +/- 11846878.68, N = 3354636228371. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: SHA512

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA512kvm-8vcpu-16gb-reference-08-06-2023600M1200M1800M2400M3000MSE +/- 4931629.06, N = 327360858901. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

R Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterR Benchmarkkvm-8vcpu-16gb-reference-08-06-20230.17940.35880.53820.71760.897SE +/- 0.0017, N = 30.7974

PostgreSQL

Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latencykvm-8vcpu-16gb-reference-08-06-202350100150200250SE +/- 2.70, N = 4226.931. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 1 - Clients: 50 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 50 - Mode: Read Writekvm-8vcpu-16gb-reference-08-06-202350100150200250SE +/- 2.56, N = 42201. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Numenta Anomaly Benchmark

Detector: Earthgecko Skyline

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko Skylinekvm-8vcpu-16gb-reference-08-06-20234080120160200SE +/- 0.66, N = 3172.18

OpenCV

Test: Video

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Videokvm-8vcpu-16gb-reference-08-06-20239K18K27K36K45KSE +/- 2951.87, N = 12420911. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

Threaded I/O Tester

Test: Random Write - Size Per Thread: 32MB - Thread Count: 8

OpenBenchmarking.orgMB/s, More Is BetterThreaded I/O Tester 20170503Test: Random Write - Size Per Thread: 32MB - Thread Count: 8kvm-8vcpu-16gb-reference-08-06-202348121620SE +/- 0.18, N = 318.011. (CC) gcc options: -O2

TensorFlow

Device: CPU - Batch Size: 256 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 256 - Model: AlexNetkvm-8vcpu-16gb-reference-08-06-20234080120160200SE +/- 0.71, N = 3181.46

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 32 - Model: ResNet-50kvm-8vcpu-16gb-reference-08-06-2023612182430SE +/- 0.10, N = 323.35

Flexible IO Tester

Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20235K10K15K20K25KSE +/- 233.17, N = 521155MIN: 20342.39 / MAX: 21714.111. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202320K40K60K80K100KSE +/- 932.68, N = 584619.94MIN: 81369.69 / MAX: 86856.581. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

PostgreSQL

Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latencykvm-8vcpu-16gb-reference-08-06-20230.0360.0720.1080.1440.18SE +/- 0.001, N = 30.1601. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 100 - Clients: 50 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 50 - Mode: Read Onlykvm-8vcpu-16gb-reference-08-06-202370K140K210K280K350KSE +/- 2846.34, N = 33120541. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average Latencykvm-8vcpu-16gb-reference-08-06-20230.00880.01760.02640.03520.044SE +/- 0.000, N = 30.0391. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 100 - Clients: 1 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 1 - Mode: Read Onlykvm-8vcpu-16gb-reference-08-06-20235K10K15K20K25KSE +/- 62.77, N = 3255711. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Threaded I/O Tester

Test: Read - Size Per Thread: 32MB - Thread Count: 8

OpenBenchmarking.orgMB/s, More Is BetterThreaded I/O Tester 20170503Test: Read - Size Per Thread: 32MB - Thread Count: 8kvm-8vcpu-16gb-reference-08-06-20233K6K9K12K15KSE +/- 105.32, N = 313654.221. (CC) gcc options: -O2

Threaded I/O Tester

Test: Write - Size Per Thread: 32MB - Thread Count: 8

OpenBenchmarking.orgMB/s, More Is BetterThreaded I/O Tester 20170503Test: Write - Size Per Thread: 32MB - Thread Count: 8kvm-8vcpu-16gb-reference-08-06-20230.40070.80141.20211.60282.0035SE +/- 0.023, N = 31.7811. (CC) gcc options: -O2

RAMspeed SMP

Type: Copy - Benchmark: Floating Point

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Copy - Benchmark: Floating Pointkvm-8vcpu-16gb-reference-08-06-20235K10K15K20K25KSE +/- 240.47, N = 625078.401. (CC) gcc options: -O3 -march=native

Threaded I/O Tester

Test: Random Read - Size Per Thread: 32MB - Thread Count: 8

OpenBenchmarking.orgMB/s, More Is BetterThreaded I/O Tester 20170503Test: Random Read - Size Per Thread: 32MB - Thread Count: 8kvm-8vcpu-16gb-reference-08-06-20235K10K15K20K25KSE +/- 103.44, N = 323004.591. (CC) gcc options: -O2

Numenta Anomaly Benchmark

Detector: Relative Entropy

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative Entropykvm-8vcpu-16gb-reference-08-06-2023714212835SE +/- 0.18, N = 1528.23

RAMspeed SMP

Type: Average - Benchmark: Floating Point

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Average - Benchmark: Floating Pointkvm-8vcpu-16gb-reference-08-06-20235K10K15K20K25KSE +/- 248.67, N = 625144.451. (CC) gcc options: -O3 -march=native

PostgreSQL

Scaling Factor: 1 - Clients: 500 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 500 - Mode: Read Write - Average Latencykvm-8vcpu-16gb-reference-08-06-20236001200180024003000SE +/- 10.15, N = 32657.831. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 1 - Clients: 500 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 500 - Mode: Read Writekvm-8vcpu-16gb-reference-08-06-20234080120160200SE +/- 0.72, N = 31881. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latencykvm-8vcpu-16gb-reference-08-06-20230.00810.01620.02430.03240.0405SE +/- 0.000, N = 30.0361. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 1 - Clients: 1 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 1 - Mode: Read Onlykvm-8vcpu-16gb-reference-08-06-20236K12K18K24K30KSE +/- 175.40, N = 3278621. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 1 - Clients: 500 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 500 - Mode: Read Only - Average Latencykvm-8vcpu-16gb-reference-08-06-20230.38680.77361.16041.54721.934SE +/- 0.019, N = 31.7191. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 1 - Clients: 500 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 500 - Mode: Read Onlykvm-8vcpu-16gb-reference-08-06-202360K120K180K240K300KSE +/- 3122.52, N = 32909471. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latencykvm-8vcpu-16gb-reference-08-06-20230.03260.06520.09780.13040.163SE +/- 0.001, N = 30.1451. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 1 - Clients: 50 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 50 - Mode: Read Onlykvm-8vcpu-16gb-reference-08-06-202370K140K210K280K350KSE +/- 3063.92, N = 33455281. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenCV

Test: DNN - Deep Neural Network

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: DNN - Deep Neural Networkkvm-8vcpu-16gb-reference-08-06-20237K14K21K28K35KSE +/- 1592.63, N = 12320731. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

CacheBench

Test: Read / Modify / Write

OpenBenchmarking.orgMB/s, More Is BetterCacheBenchTest: Read / Modify / Writekvm-8vcpu-16gb-reference-08-06-20239K18K27K36K45KSE +/- 59.86, N = 341296.97MIN: 37557.36 / MAX: 43626.391. (CC) gcc options: -lrt

CacheBench

Test: Write

OpenBenchmarking.orgMB/s, More Is BetterCacheBenchTest: Writekvm-8vcpu-16gb-reference-08-06-20235K10K15K20K25KSE +/- 10.42, N = 325320.07MIN: 22490.82 / MAX: 27186.391. (CC) gcc options: -lrt

CacheBench

Test: Read

OpenBenchmarking.orgMB/s, More Is BetterCacheBenchTest: Readkvm-8vcpu-16gb-reference-08-06-20237001400210028003500SE +/- 1.52, N = 33034.95MIN: 3008.2 / MAX: 3049.711. (CC) gcc options: -lrt

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: inception-v3kvm-8vcpu-16gb-reference-08-06-2023510152025SE +/- 0.07, N = 320.49MIN: 18.58 / MAX: 28.121. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: mobilenet-v1-1.0kvm-8vcpu-16gb-reference-08-06-20230.53421.06841.60262.13682.671SE +/- 0.022, N = 32.374MIN: 1.99 / MAX: 3.441. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: MobileNetV2_224kvm-8vcpu-16gb-reference-08-06-20230.62711.25421.88132.50843.1355SE +/- 0.011, N = 32.787MIN: 2.37 / MAX: 5.191. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: SqueezeNetV1.0kvm-8vcpu-16gb-reference-08-06-20230.93851.8772.81553.7544.6925SE +/- 0.019, N = 34.171MIN: 3.71 / MAX: 8.581. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: resnet-v2-50kvm-8vcpu-16gb-reference-08-06-20233691215SE +/- 0.04, N = 310.99MIN: 9.92 / MAX: 14.881. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: squeezenetv1.1

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: squeezenetv1.1kvm-8vcpu-16gb-reference-08-06-20230.50631.01261.51892.02522.5315SE +/- 0.007, N = 32.250MIN: 1.95 / MAX: 3.211. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: mobilenetV3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: mobilenetV3kvm-8vcpu-16gb-reference-08-06-20230.36270.72541.08811.45081.8135SE +/- 0.006, N = 31.612MIN: 1.37 / MAX: 2.241. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: nasnet

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: nasnetkvm-8vcpu-16gb-reference-08-06-20233691215SE +/- 0.03, N = 310.63MIN: 9.65 / MAX: 15.091. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

C-Ray

Total Time - 4K, 16 Rays Per Pixel

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per Pixelkvm-8vcpu-16gb-reference-08-06-2023306090120150SE +/- 0.72, N = 3112.551. (CC) gcc options: -lm -lpthread -O3

LevelDB

Benchmark: Random Delete

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.23Benchmark: Random Deletekvm-8vcpu-16gb-reference-08-06-20231020304050SE +/- 0.44, N = 1543.991. (CXX) g++ options: -fno-exceptions -fno-rtti -O3 -lgmock -lgtest -lsnappy

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUkvm-8vcpu-16gb-reference-08-06-202330060090012001500SE +/- 13.25, N = 51248.85MIN: 1087.22 / MAX: 1452.061. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUkvm-8vcpu-16gb-reference-08-06-20230.71781.43562.15342.87123.589SE +/- 0.03, N = 53.191. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Flexible IO Tester

Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202312002400360048006000SE +/- 78.28, N = 35776MIN: 5657.18 / MAX: 5923.641. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202312002400360048006000SE +/- 78.27, N = 35776.01MIN: 5657.3 / MAX: 5923.751. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202312002400360048006000SE +/- 43.96, N = 35686MIN: 5613.34 / MAX: 5765.121. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 1MB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202312002400360048006000SE +/- 43.97, N = 35685.80MIN: 5613.47 / MAX: 5765.291. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202320K40K60K80K100KSE +/- 1200.99, N = 3113055MIN: 110666.74 / MAX: 114472.131. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-2023100K200K300K400K500KSE +/- 4804.15, N = 3452220.06MIN: 442667.25 / MAX: 457889.511. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

TensorFlow

Device: CPU - Batch Size: 64 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: GoogLeNetkvm-8vcpu-16gb-reference-08-06-20231632486480SE +/- 0.36, N = 371.51

Flexible IO Tester

Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20234K8K12K16K20KSE +/- 208.68, N = 320728MIN: 20413.33 / MAX: 21122.621. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202330060090012001500SE +/- 13.04, N = 31295.49MIN: 1275.84 / MAX: 1320.171. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202311K22K33K44K55KSE +/- 505.16, N = 351733MIN: 50992.77 / MAX: 52698.821. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20237001400210028003500SE +/- 31.58, N = 33233.34MIN: 3187.05 / MAX: 3293.691. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202313K26K39K52K65KSE +/- 706.55, N = 359821MIN: 58557.4 / MAX: 61000.71. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20238001600240032004000SE +/- 44.16, N = 33738.80MIN: 3659.84 / MAX: 3812.551. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202330K60K90K120K150KSE +/- 364.86, N = 3151608MIN: 151126.51 / MAX: 152323.751. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-2023130K260K390K520K650KSE +/- 1459.37, N = 3606433.31MIN: 604506.89 / MAX: 609295.451. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20235K10K15K20K25KSE +/- 147.26, N = 321208MIN: 20925.72 / MAX: 21421.951. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Sequential Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 64KB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202330060090012001500SE +/- 9.21, N = 31325.50MIN: 1307.86 / MAX: 1338.881. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Quantkvm-8vcpu-16gb-reference-08-06-20238001600240032004000SE +/- 43.05, N = 53901.76

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUkvm-8vcpu-16gb-reference-08-06-2023246810SE +/- 0.08, N = 57.28MIN: 5.75 / MAX: 24.021. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUkvm-8vcpu-16gb-reference-08-06-20232004006008001000SE +/- 12.16, N = 51097.431. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Flexible IO Tester

Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20236K12K18K24K30KSE +/- 292.38, N = 328212MIN: 27771.13 / MAX: 28765.361. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 1 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Random Read - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 1 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202320K40K60K80K100KSE +/- 1169.52, N = 3112850.20MIN: 111084.77 / MAX: 115061.741. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Apache HTTP Server

Concurrent Requests: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.56Concurrent Requests: 500kvm-8vcpu-16gb-reference-08-06-202310K20K30K40K50KSE +/- 185.87, N = 349015.421. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

nginx

Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500kvm-8vcpu-16gb-reference-08-06-20237K14K21K28K35KSE +/- 97.71, N = 334006.281. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

nginx

Connections: 100

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 100kvm-8vcpu-16gb-reference-08-06-20237K14K21K28K35KSE +/- 129.09, N = 334698.771. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Apache HTTP Server

Concurrent Requests: 20

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.56Concurrent Requests: 20kvm-8vcpu-16gb-reference-08-06-20237K14K21K28K35KSE +/- 117.04, N = 334792.311. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Apache HTTP Server

Concurrent Requests: 100

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.56Concurrent Requests: 100kvm-8vcpu-16gb-reference-08-06-202310K20K30K40K50KSE +/- 492.44, N = 348848.181. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

nginx

Connections: 20

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 20kvm-8vcpu-16gb-reference-08-06-20237K14K21K28K35KSE +/- 28.11, N = 333872.851. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Sysbench

Test: CPU

OpenBenchmarking.orgEvents Per Second, More Is BetterSysbench 1.0.20Test: CPUkvm-8vcpu-16gb-reference-08-06-20232K4K6K8K10KSE +/- 6.38, N = 39437.611. (CC) gcc options: -O2 -funroll-loops -rdynamic -ldl -laio -lm

TensorFlow

Device: CPU - Batch Size: 16 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50kvm-8vcpu-16gb-reference-08-06-2023510152025SE +/- 0.08, N = 321.74

Flexible IO Tester

Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20234K8K12K16K20KSE +/- 212.19, N = 318970MIN: 18611.15 / MAX: 19345.551. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Sequential Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202316K32K48K64K80KSE +/- 848.75, N = 375878.61MIN: 74445.07 / MAX: 77382.691. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.35Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-20234K8K12K16K20KSE +/- 167.76, N = 317788MIN: 17508.38 / MAX: 18088.441. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

Flexible IO Tester

Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 8 - Disk Target: Default Test Directory

OpenBenchmarking.orgMiB/s, More Is BetterFlexible IO Tester 3.35Type: Random Write - Engine: POSIX AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Job Count: 8 - Disk Target: Default Test Directorykvm-8vcpu-16gb-reference-08-06-202315K30K45K60K75KSE +/- 671.05, N = 371153.22MIN: 70033.87 / MAX: 72354.141. (CC) gcc options: -rdynamic -ll -lz -lm -laio -lpthread -ldl -std=gnu99 -ffast-math -include -O3 -fcommon -march=native

oneDNN

Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUkvm-8vcpu-16gb-reference-08-06-20236001200180024003000SE +/- 10.41, N = 32882.35MIN: 2726.571. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

Node.js V8 Web Tooling Benchmark

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling Benchmarkkvm-8vcpu-16gb-reference-08-06-20233691215SE +/- 0.05, N = 310.02

FFmpeg

Encoder: libx265 - Scenario: Live

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Livekvm-8vcpu-16gb-reference-08-06-202320406080100SE +/- 0.51, N = 388.221. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

FFmpeg

Encoder: libx265 - Scenario: Live

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Livekvm-8vcpu-16gb-reference-08-06-20231326395265SE +/- 0.33, N = 357.251. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUkvm-8vcpu-16gb-reference-08-06-202330060090012001500SE +/- 6.20, N = 31498.84MIN: 1388.11. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

simdjson

Throughput Test: PartialTweets

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: PartialTweetskvm-8vcpu-16gb-reference-08-06-20230.721.442.162.883.6SE +/- 0.00, N = 33.201. (CXX) g++ options: -O3

simdjson

Throughput Test: DistinctUserID

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: DistinctUserIDkvm-8vcpu-16gb-reference-08-06-20230.82351.6472.47053.2944.1175SE +/- 0.00, N = 33.661. (CXX) g++ options: -O3

simdjson

Throughput Test: TopTweet

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: TopTweetkvm-8vcpu-16gb-reference-08-06-20230.80551.6112.41653.2224.0275SE +/- 0.00, N = 33.581. (CXX) g++ options: -O3

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression Speedkvm-8vcpu-16gb-reference-08-06-2023160320480640800SE +/- 4.59, N = 3756.01. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression Speedkvm-8vcpu-16gb-reference-08-06-20233691215SE +/- 0.09, N = 310.41. (CC) gcc options: -O3 -pthread -lz -llzma

RAMspeed SMP

Type: Add - Benchmark: Integer

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Add - Benchmark: Integerkvm-8vcpu-16gb-reference-08-06-20235K10K15K20K25KSE +/- 314.15, N = 324656.041. (CC) gcc options: -O3 -march=native

RAMspeed SMP

Type: Triad - Benchmark: Integer

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Triad - Benchmark: Integerkvm-8vcpu-16gb-reference-08-06-20235K10K15K20K25KSE +/- 74.40, N = 323172.411. (CC) gcc options: -O3 -march=native

RAMspeed SMP

Type: Average - Benchmark: Integer

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Average - Benchmark: Integerkvm-8vcpu-16gb-reference-08-06-20235K10K15K20K25KSE +/- 290.28, N = 324842.211. (CC) gcc options: -O3 -march=native

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Decompression Speedkvm-8vcpu-16gb-reference-08-06-2023160320480640800SE +/- 2.31, N = 3758.21. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Compression Speedkvm-8vcpu-16gb-reference-08-06-20231.2512.5023.7535.0046.255SE +/- 0.07, N = 35.561. (CC) gcc options: -O3 -pthread -lz -llzma

RAMspeed SMP

Type: Triad - Benchmark: Floating Point

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Triad - Benchmark: Floating Pointkvm-8vcpu-16gb-reference-08-06-20235K10K15K20K25KSE +/- 258.56, N = 324527.401. (CC) gcc options: -O3 -march=native

RAMspeed SMP

Type: Scale - Benchmark: Floating Point

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Scale - Benchmark: Floating Pointkvm-8vcpu-16gb-reference-08-06-20235K10K15K20K25KSE +/- 38.08, N = 325074.891. (CC) gcc options: -O3 -march=native

RAMspeed SMP

Type: Copy - Benchmark: Integer

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Copy - Benchmark: Integerkvm-8vcpu-16gb-reference-08-06-20236K12K18K24K30KSE +/- 355.23, N = 326237.891. (CC) gcc options: -O3 -march=native

RAMspeed SMP

Type: Add - Benchmark: Floating Point

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Add - Benchmark: Floating Pointkvm-8vcpu-16gb-reference-08-06-20235K10K15K20K25KSE +/- 294.63, N = 324812.551. (CC) gcc options: -O3 -march=native

Sysbench

Test: RAM / Memory

OpenBenchmarking.orgMiB/sec, More Is BetterSysbench 1.0.20Test: RAM / Memorykvm-8vcpu-16gb-reference-08-06-202316003200480064008000SE +/- 52.69, N = 157483.241. (CC) gcc options: -O2 -funroll-loops -rdynamic -ldl -laio -lm

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUkvm-8vcpu-16gb-reference-08-06-20235001000150020002500SE +/- 11.59, N = 32274.90MIN: 2163.44 / MAX: 2447.011. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUkvm-8vcpu-16gb-reference-08-06-20230.39380.78761.18141.57521.969SE +/- 0.01, N = 31.751. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUkvm-8vcpu-16gb-reference-08-06-20235001000150020002500SE +/- 3.87, N = 32256.11MIN: 2133.47 / MAX: 2541.81. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUkvm-8vcpu-16gb-reference-08-06-20230.3960.7921.1881.5841.98SE +/- 0.01, N = 31.761. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUkvm-8vcpu-16gb-reference-08-06-2023140280420560700SE +/- 1.32, N = 3659.30MIN: 560.67 / MAX: 830.571. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUkvm-8vcpu-16gb-reference-08-06-20233691215SE +/- 0.03, N = 312.071. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

simdjson

Throughput Test: Kostya

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: Kostyakvm-8vcpu-16gb-reference-08-06-20230.44330.88661.32991.77322.2165SE +/- 0.01, N = 31.971. (CXX) g++ options: -O3

Zstd Compression

Compression Level: 8, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Decompression Speedkvm-8vcpu-16gb-reference-08-06-20232004006008001000SE +/- 1.27, N = 3949.41. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 8, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Compression Speedkvm-8vcpu-16gb-reference-08-06-202370140210280350SE +/- 0.09, N = 3309.61. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 8 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Decompression Speedkvm-8vcpu-16gb-reference-08-06-20232004006008001000SE +/- 3.61, N = 3944.61. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Compression Speedkvm-8vcpu-16gb-reference-08-06-202370140210280350SE +/- 2.58, N = 3327.31. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3 - Decompression Speedkvm-8vcpu-16gb-reference-08-06-20232004006008001000SE +/- 1.05, N = 3957.21. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3 - Compression Speedkvm-8vcpu-16gb-reference-08-06-202330060090012001500SE +/- 2.51, N = 31343.01. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 12 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression Speedkvm-8vcpu-16gb-reference-08-06-20232004006008001000SE +/- 0.75, N = 3869.11. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 12 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Compression Speedkvm-8vcpu-16gb-reference-08-06-2023306090120150SE +/- 0.62, N = 3113.31. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 3, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3, Long Mode - Decompression Speedkvm-8vcpu-16gb-reference-08-06-20232004006008001000SE +/- 1.68, N = 3996.81. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 3, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3, Long Mode - Compression Speedkvm-8vcpu-16gb-reference-08-06-20232004006008001000SE +/- 2.66, N = 3775.61. (CC) gcc options: -O3 -pthread -lz -llzma

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUkvm-8vcpu-16gb-reference-08-06-2023306090120150SE +/- 0.47, N = 3115.32MIN: 107.12 / MAX: 187.311. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUkvm-8vcpu-16gb-reference-08-06-2023816243240SE +/- 0.14, N = 334.661. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

FS-Mark

Test: 1000 Files, 1MB Size, No Sync/FSync

OpenBenchmarking.orgFiles/s, More Is BetterFS-Mark 3.3Test: 1000 Files, 1MB Size, No Sync/FSynckvm-8vcpu-16gb-reference-08-06-2023400800120016002000SE +/- 5.13, N = 31764.5

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUkvm-8vcpu-16gb-reference-08-06-2023612182430SE +/- 0.24, N = 324.53MIN: 20.65 / MAX: 45.411. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUkvm-8vcpu-16gb-reference-08-06-202370140210280350SE +/- 3.20, N = 3325.371. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception V4kvm-8vcpu-16gb-reference-08-06-202311K22K33K44K55KSE +/- 513.12, N = 349228.3

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2kvm-8vcpu-16gb-reference-08-06-202310K20K30K40K50KSE +/- 519.06, N = 346465.4

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: NASNet Mobilekvm-8vcpu-16gb-reference-08-06-20233K6K9K12K15KSE +/- 18.18, N = 312723.6

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUkvm-8vcpu-16gb-reference-08-06-202348121620SE +/- 0.06, N = 315.42MIN: 13.19 / MAX: 30.971. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUkvm-8vcpu-16gb-reference-08-06-2023110220330440550SE +/- 1.86, N = 3517.651. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Floatkvm-8vcpu-16gb-reference-08-06-20235001000150020002500SE +/- 16.28, N = 32191.45

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: SqueezeNetkvm-8vcpu-16gb-reference-08-06-20236001200180024003000SE +/- 5.42, N = 32888.10

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUkvm-8vcpu-16gb-reference-08-06-2023510152025SE +/- 0.33, N = 322.94MIN: 20.02 / MAX: 40.991. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUkvm-8vcpu-16gb-reference-08-06-20234080120160200SE +/- 2.44, N = 3174.141. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUkvm-8vcpu-16gb-reference-08-06-2023612182430SE +/- 0.13, N = 325.99MIN: 21.18 / MAX: 50.11. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUkvm-8vcpu-16gb-reference-08-06-202370140210280350SE +/- 1.47, N = 3307.241. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUkvm-8vcpu-16gb-reference-08-06-20230.20250.4050.60750.811.0125SE +/- 0.00, N = 30.9MIN: 0.7 / MAX: 5.961. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUkvm-8vcpu-16gb-reference-08-06-20232K4K6K8K10KSE +/- 9.59, N = 38792.811. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUkvm-8vcpu-16gb-reference-08-06-20230.22950.4590.68850.9181.1475SE +/- 0.01, N = 31.02MIN: 0.78 / MAX: 5.171. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUkvm-8vcpu-16gb-reference-08-06-202317003400510068008500SE +/- 100.43, N = 37766.491. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096kvm-8vcpu-16gb-reference-08-06-202330K60K90K120K150KSE +/- 128.65, N = 3134141.01. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096kvm-8vcpu-16gb-reference-08-06-2023400800120016002000SE +/- 2.03, N = 32060.71. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

FFmpeg

Encoder: libx264 - Scenario: Live

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Livekvm-8vcpu-16gb-reference-08-06-2023306090120150SE +/- 0.80, N = 3148.581. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

FFmpeg

Encoder: libx264 - Scenario: Live

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Livekvm-8vcpu-16gb-reference-08-06-2023816243240SE +/- 0.18, N = 333.991. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

Numenta Anomaly Benchmark

Detector: Bayesian Changepoint

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian Changepointkvm-8vcpu-16gb-reference-08-06-20231224364860SE +/- 0.01, N = 355.36

simdjson

Throughput Test: LargeRandom

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: LargeRandomkvm-8vcpu-16gb-reference-08-06-20230.1710.3420.5130.6840.855SE +/- 0.00, N = 30.761. (CXX) g++ options: -O3

TensorFlow

Device: CPU - Batch Size: 32 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 32 - Model: GoogLeNetkvm-8vcpu-16gb-reference-08-06-20231632486480SE +/- 0.17, N = 370.87

Numenta Anomaly Benchmark

Detector: Contextual Anomaly Detector OSE

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Contextual Anomaly Detector OSEkvm-8vcpu-16gb-reference-08-06-20231122334455SE +/- 0.38, N = 350.83

Timed ImageMagick Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed ImageMagick Compilation 6.9.0Time To Compilekvm-8vcpu-16gb-reference-08-06-20231122334455SE +/- 0.41, N = 350.52

oneDNN

Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPUkvm-8vcpu-16gb-reference-08-06-2023246810SE +/- 0.05781, N = 156.16259MIN: 5.411. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

TensorFlow

Device: CPU - Batch Size: 64 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: AlexNetkvm-8vcpu-16gb-reference-08-06-20234080120160200SE +/- 0.53, N = 3161.27

Gzip Compression

Linux Source Tree Archiving To .tar.gz

OpenBenchmarking.orgSeconds, Fewer Is BetterGzip CompressionLinux Source Tree Archiving To .tar.gzkvm-8vcpu-16gb-reference-08-06-20231020304050SE +/- 0.31, N = 345.70

Redis

Test: LPUSH - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPUSH - Parallel Connections: 500kvm-8vcpu-16gb-reference-08-06-2023300K600K900K1200K1500KSE +/- 20735.71, N = 31525722.921. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: LPUSH - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPUSH - Parallel Connections: 50kvm-8vcpu-16gb-reference-08-06-2023300K600K900K1200K1500KSE +/- 20366.22, N = 31475450.171. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: SET - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 50kvm-8vcpu-16gb-reference-08-06-2023300K600K900K1200K1500KSE +/- 4632.17, N = 31616870.331. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: SET - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 500kvm-8vcpu-16gb-reference-08-06-2023400K800K1200K1600K2000KSE +/- 13596.93, N = 31656869.421. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: SADD - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SADD - Parallel Connections: 500kvm-8vcpu-16gb-reference-08-06-2023400K800K1200K1600K2000KSE +/- 4732.32, N = 31828605.081. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: SADD - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SADD - Parallel Connections: 50kvm-8vcpu-16gb-reference-08-06-2023400K800K1200K1600K2000KSE +/- 12660.09, N = 31836281.791. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: GET - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 500kvm-8vcpu-16gb-reference-08-06-2023400K800K1200K1600K2000KSE +/- 11618.24, N = 32008282.421. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

TensorFlow

Device: CPU - Batch Size: 16 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: GoogLeNetkvm-8vcpu-16gb-reference-08-06-20231530456075SE +/- 0.21, N = 366.73

LevelDB

Benchmark: Random Read

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.23Benchmark: Random Readkvm-8vcpu-16gb-reference-08-06-20231.32282.64563.96845.29126.614SE +/- 0.040, N = 155.8791. (CXX) g++ options: -fno-exceptions -fno-rtti -O3 -lgmock -lgtest -lsnappy

Crafty

Elapsed Time

OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed Timekvm-8vcpu-16gb-reference-08-06-20231.4M2.8M4.2M5.6M7MSE +/- 19479.74, N = 367240461. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suitekvm-8vcpu-16gb-reference-08-06-2023150K300K450K600K750KSE +/- 1355.11, N = 3690568

Redis

Test: LPOP - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPOP - Parallel Connections: 50kvm-8vcpu-16gb-reference-08-06-2023500K1000K1500K2000K2500KSE +/- 16523.46, N = 32217153.831. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: GET - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 50kvm-8vcpu-16gb-reference-08-06-2023500K1000K1500K2000K2500KSE +/- 19320.60, N = 32246792.081. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: LPOP - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPOP - Parallel Connections: 500kvm-8vcpu-16gb-reference-08-06-2023500K1000K1500K2000K2500KSE +/- 13581.79, N = 32303036.01. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

TensorFlow

Device: CPU - Batch Size: 32 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 32 - Model: AlexNetkvm-8vcpu-16gb-reference-08-06-2023306090120150SE +/- 0.30, N = 3144.16

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression Ratingkvm-8vcpu-16gb-reference-08-06-20236K12K18K24K30KSE +/- 65.10, N = 3291621. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression Ratingkvm-8vcpu-16gb-reference-08-06-20239K18K27K36K45KSE +/- 144.04, N = 3430681. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Node.js Express HTTP Load Test

OpenBenchmarking.orgRequests Per Second, More Is BetterNode.js Express HTTP Load Testkvm-8vcpu-16gb-reference-08-06-20239001800270036004500SE +/- 8.35, N = 34140

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Timeskvm-8vcpu-16gb-reference-08-06-20232004006008001000SE +/- 4.04, N = 31012

LevelDB

Benchmark: Overwrite

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.23Benchmark: Overwritekvm-8vcpu-16gb-reference-08-06-20231122334455SE +/- 0.78, N = 1546.351. (CXX) g++ options: -fno-exceptions -fno-rtti -O3 -lgmock -lgtest -lsnappy

LevelDB

Benchmark: Overwrite

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.23Benchmark: Overwritekvm-8vcpu-16gb-reference-08-06-2023510152025SE +/- 0.30, N = 1519.11. (CXX) g++ options: -fno-exceptions -fno-rtti -O3 -lgmock -lgtest -lsnappy

LevelDB

Benchmark: Sequential Fill

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.23Benchmark: Sequential Fillkvm-8vcpu-16gb-reference-08-06-20231020304050SE +/- 0.29, N = 345.951. (CXX) g++ options: -fno-exceptions -fno-rtti -O3 -lgmock -lgtest -lsnappy

LevelDB

Benchmark: Sequential Fill

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.23Benchmark: Sequential Fillkvm-8vcpu-16gb-reference-08-06-2023510152025SE +/- 0.12, N = 319.21. (CXX) g++ options: -fno-exceptions -fno-rtti -O3 -lgmock -lgtest -lsnappy

LevelDB

Benchmark: Hot Read

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.23Benchmark: Hot Readkvm-8vcpu-16gb-reference-08-06-20231.33792.67584.01375.35166.6895SE +/- 0.045, N = 115.9461. (CXX) g++ options: -fno-exceptions -fno-rtti -O3 -lgmock -lgtest -lsnappy

oneDNN

Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPUkvm-8vcpu-16gb-reference-08-06-2023714212835SE +/- 0.09, N = 327.74MIN: 25.61. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

Stream

Type: Copy

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Copykvm-8vcpu-16gb-reference-08-06-202320K40K60K80K100KSE +/- 315.46, N = 587359.01. (CC) gcc options: -O3 -march=native -fopenmp

TensorFlow

Device: CPU - Batch Size: 16 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: AlexNetkvm-8vcpu-16gb-reference-08-06-202320406080100SE +/- 1.11, N = 3109.88

LevelDB

Benchmark: Fill Sync

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.23Benchmark: Fill Synckvm-8vcpu-16gb-reference-08-06-20230.02250.0450.06750.090.11250.11. (CXX) g++ options: -fno-exceptions -fno-rtti -O3 -lgmock -lgtest -lsnappy

LevelDB

Benchmark: Fill Sync

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.23Benchmark: Fill Synckvm-8vcpu-16gb-reference-08-06-20234K8K12K16K20KSE +/- 144.57, N = 316802.971. (CXX) g++ options: -fno-exceptions -fno-rtti -O3 -lgmock -lgtest -lsnappy

Numenta Anomaly Benchmark

Detector: Windowed Gaussian

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed Gaussiankvm-8vcpu-16gb-reference-08-06-202348121620SE +/- 0.12, N = 317.41

oneDNN

Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPUkvm-8vcpu-16gb-reference-08-06-20233691215SE +/- 0.04, N = 310.34MIN: 8.861. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

LevelDB

Benchmark: Seek Random

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.23Benchmark: Seek Randomkvm-8vcpu-16gb-reference-08-06-2023246810SE +/- 0.088, N = 37.9081. (CXX) g++ options: -fno-exceptions -fno-rtti -O3 -lgmock -lgtest -lsnappy

LevelDB

Benchmark: Random Fill

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.23Benchmark: Random Fillkvm-8vcpu-16gb-reference-08-06-20231122334455SE +/- 0.54, N = 449.271. (CXX) g++ options: -fno-exceptions -fno-rtti -O3 -lgmock -lgtest -lsnappy

LevelDB

Benchmark: Random Fill

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.23Benchmark: Random Fillkvm-8vcpu-16gb-reference-08-06-202348121620SE +/- 0.19, N = 417.91. (CXX) g++ options: -fno-exceptions -fno-rtti -O3 -lgmock -lgtest -lsnappy

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUkvm-8vcpu-16gb-reference-08-06-2023510152025SE +/- 0.09, N = 318.52MIN: 17.131. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPUkvm-8vcpu-16gb-reference-08-06-2023510152025SE +/- 0.05, N = 320.43MIN: 19.091. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

Stream

Type: Add

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Addkvm-8vcpu-16gb-reference-08-06-202315K30K45K60K75KSE +/- 323.86, N = 568102.41. (CC) gcc options: -O3 -march=native -fopenmp

Stream

Type: Triad

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Triadkvm-8vcpu-16gb-reference-08-06-202315K30K45K60K75KSE +/- 331.87, N = 568357.11. (CC) gcc options: -O3 -march=native -fopenmp

Stream

Type: Scale

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Scalekvm-8vcpu-16gb-reference-08-06-202313K26K39K52K65KSE +/- 242.71, N = 559657.41. (CC) gcc options: -O3 -march=native -fopenmp

Phoronix Test Suite v10.8.5