Intel Raptor Lake Mitigation Cost

Benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2211306-NE-INTELRAPT80
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Linux 6.1 Defaults
November 28 2022
  12 Hours, 40 Minutes
mitigations=off
November 29 2022
  12 Hours, 56 Minutes
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Intel Raptor Lake Mitigation CostOpenBenchmarking.orgPhoronix Test SuiteIntel Core i9-13900K @ 5.50GHz (24 Cores / 32 Threads)ASUS PRIME Z790-P WIFI (0602 BIOS)Intel Device 7a2732GB1000GB Western Digital WDS100T1X0E-00AFY0AMD Radeon RX 6800 16GB (2475/1000MHz)Realtek ALC897ASUS VP28URealtek RTL8125 2.5GbE + Intel Device 7a70Ubuntu 22.046.1.0-060100rc5daily20221117-generic (x86_64)GNOME Shell 42.5X Server 1.21.1.3 + Wayland4.6 Mesa 22.0.5 (LLVM 13.0.1 DRM 3.49)1.3.204GCC 11.3.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionIntel Raptor Lake Mitigation Cost BenchmarksSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-xKiWfi/gcc-11-11.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-xKiWfi/gcc-11-11.3.0/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-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x10e - Thermald 2.4.9 - OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu222.04)- Python 3.10.6- Linux 6.1 Defaults: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected - mitigations=off: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Vulnerable: __user pointer sanitization and usercopy barriers only; no swapgs barriers + spectre_v2: Vulnerable IBPB: disabled STIBP: disabled PBRSB-eIBRS: Vulnerable + srbds: Not affected + tsx_async_abort: Not affected

Linux 6.1 Defaults vs. mitigations=off ComparisonPhoronix Test SuiteBaseline+9.4%+9.4%+18.8%+18.8%+28.2%+28.2%37.4%9%8.8%7.9%6.9%5.6%4.8%3.8%3.8%3.8%3.5%3.2%3%2.9%2.8%2.5%2.4%2.3%2%Context SwitchingScala Dotty1000000 - Rand Read - 11000000 - 100 - B.I.J.T.T1000000 - 100 - I.J.T.T1000000 - Rand Read - 1Mutex1000000 - Rand Read - 16Q.1.C.E.5300 - 1000 - 30Socket ActivityRead While Writing3.2%C.S.T3.2%Memory Allocations1000000 - Rand Read - 1610, LosslessFutex2.8%Speed 9 Realtime - Bosphorus 4K6, Lossless1000000 - Increment - 16Speed 0 Two-Pass - Bosphorus 4K2.4%I.M.D.S2.4%A.U.C.T2.4%MMAP2.4%4.P.1.P.S.6.Q2.4%Speed 10 Realtime - Bosphorus 4K100 - 1000 - 302.2%4.P.1.P.S.6.Q2.1%Apache Spark ALSAtomic2%Stress-NGRenaissanceApache HBaseApache SparkApache SparkApache HBaseStress-NGApache HBaseWebP2 Image EncodeApache CouchDBStress-NGFacebook RocksDBctx_clockOSBenchApache HBaselibavif avifencStress-NGAOM AV1libavif avifencApache HBaseAOM AV1RenaissanceRenaissanceStress-NGsrsRANAOM AV1Apache CouchDBsrsRANRenaissanceStress-NGLinux 6.1 Defaultsmitigations=off

Intel Raptor Lake Mitigation Costwebp2: Quality 100, Lossless Compressionbuild-linux-kernel: allmodconfigjava-gradle-perf: Reactorspark: 1000000 - 100 - Broadcast Inner Join Test Timespark: 1000000 - 100 - Inner Join Test Timespark: 1000000 - 100 - Repartition Test Timespark: 1000000 - 100 - Group By Test Timespark: 1000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 100 - Calculate Pi Benchmarkspark: 1000000 - 100 - SHA-512 Benchmark Timebrl-cad: VGR Performance Metricrocksdb: Read While Writingcouchdb: 300 - 1000 - 30clickhouse: 100M Rows Web Analytics Dataset, Third Runclickhouse: 100M Rows Web Analytics Dataset, Second Runclickhouse: 100M Rows Web Analytics Dataset, First Run / Cold Cachecouchdb: 300 - 3000 - 30hbase: 1000000 - Async Rand Write - 16hbase: 1000000 - Async Rand Write - 16build-gem5: Time To Compilecouchdb: 100 - 3000 - 30pgbench: 100 - 100 - Read Only - Average Latencypgbench: 100 - 100 - Read Onlywebp2: Quality 95, Compression Effort 7stress-ng: Futexstress-ng: CPU Cacherenaissance: Akka Unbalanced Cobwebbed Treepgbench: 100 - 50 - Read Only - Average Latencypgbench: 100 - 50 - Read Onlyhbase: 1000000 - Increment - 16hbase: 1000000 - Increment - 16stress-ng: Context Switchingspark: 1000000 - 500 - Broadcast Inner Join Test Timespark: 1000000 - 500 - Repartition Test Timespark: 1000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 500 - Calculate Pi Benchmarkkeydb: renaissance: Scala Dottyrenaissance: ALS Movie Lensnginx: 1000stress-ng: Socket Activitynginx: 500nginx: 200nginx: 100stress-ng: Atomicdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamstress-ng: Mutexwebp2: Quality 75, Compression Effort 7avifenc: 0dragonflydb: 200 - 1:5dragonflydb: 200 - 5:1dragonflydb: 200 - 1:1dragonflydb: 50 - 5:1dragonflydb: 50 - 1:5dragonflydb: 50 - 1:1stargate: 192000 - 512mysqlslap: 32openvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUinfluxdb: 4 - 10000 - 2,5000,1 - 10000aom-av1: Speed 4 Two-Pass - Bosphorus 4Krenaissance: Apache Spark PageRankrenaissance: Genetic Algorithm Using Jenetics + Futuresopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUrocksdb: Rand Fill Syncopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUrocksdb: Rand Fillrocksdb: Update Randrocksdb: Read Rand Write Randrocksdb: Rand Readstargate: 192000 - 1024hbase: 1000000 - Rand Read - 16hbase: 1000000 - Rand Read - 16renaissance: Savina Reactors.IOcouchdb: 100 - 1000 - 30renaissance: Apache Spark ALSsvt-av1: Preset 4 - Bosphorus 4Kaom-av1: Speed 0 Two-Pass - Bosphorus 4Kdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streaminfluxdb: 64 - 10000 - 2,5000,1 - 10000hbase: 1000000 - Rand Read - 1hbase: 1000000 - Rand Read - 1deepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Streamcryptsetup: Twofish-XTS 512b Decryptioncryptsetup: Twofish-XTS 512b Encryptioncryptsetup: Serpent-XTS 512b Decryptioncryptsetup: Serpent-XTS 512b Encryptioncryptsetup: AES-XTS 512b Decryptioncryptsetup: AES-XTS 512b Encryptioncryptsetup: Twofish-XTS 256b Decryptioncryptsetup: Twofish-XTS 256b Encryptioncryptsetup: Serpent-XTS 256b Decryptioncryptsetup: Serpent-XTS 256b Encryptioncryptsetup: AES-XTS 256b Decryptioncryptsetup: AES-XTS 256b Encryptioncryptsetup: PBKDF2-whirlpoolcryptsetup: PBKDF2-sha512deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamaom-av1: Speed 6 Two-Pass - Bosphorus 4Kastcenc: Exhaustivebuild-linux-kernel: defconfigstress-ng: SENDFILErenaissance: In-Memory Database Shootoutavifenc: 2rawtherapee: Total Benchmark Timesqlite-speedtest: Timed Time - Size 1,000stress-ng: x86_64 RdRandaircrack-ng: stress-ng: System V Message Passingstress-ng: Semaphoresstress-ng: Glibc C String Functionsstress-ng: NUMAstress-ng: Mallocstress-ng: Cryptostress-ng: Memory Copyingstress-ng: Forkingstress-ng: Vector Mathstress-ng: Matrix Mathstress-ng: MMAPstress-ng: CPU Stressstress-ng: IO_uringstress-ng: Glibc Qsort Data Sortingsrsran: 4G PHY_DL_Test 100 PRB MIMO 256-QAMsrsran: 4G PHY_DL_Test 100 PRB MIMO 256-QAMdacapobench: H2webp: Quality 100, Lossless, Highest Compressionrenaissance: Finagle HTTP Requestssrsran: 4G PHY_DL_Test 100 PRB MIMO 64-QAMsrsran: 4G PHY_DL_Test 100 PRB MIMO 64-QAMrenaissance: Apache Spark Bayessrsran: OFDM_Testrocksdb: Seq Filldacapobench: Tradesoaprenaissance: Rand Forestastcenc: Thoroughsvt-av1: Preset 8 - Bosphorus 4Kaom-av1: Speed 6 Realtime - Bosphorus 4Ksrsran: 4G PHY_DL_Test 100 PRB SISO 64-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 64-QAMsrsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMsrsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMastcenc: Fastsrsran: 4G PHY_DL_Test 100 PRB SISO 256-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 256-QAMwebp: Quality 100, Losslessaom-av1: Speed 8 Realtime - Bosphorus 4Kavifenc: 6, Losslesswebp2: Quality 100, Compression Effort 5aom-av1: Speed 9 Realtime - Bosphorus 4Kaom-av1: Speed 10 Realtime - Bosphorus 4Kdacapobench: Tradebeansastcenc: Mediumdacapobench: Jythonavifenc: 10, Losslessosbench: Create Filesosbench: Memory Allocationsosbench: Create Processesosbench: Launch Programsosbench: Create Threadsbork: File Encryption Timewebp: Quality 100, Highest Compressionsvt-av1: Preset 10 - Bosphorus 4Kavifenc: 6svt-av1: Preset 12 - Bosphorus 4Kwebp2: Defaultwebp: Quality 100ctx-clock: Context Switch Timewebp: DefaultLinux 6.1 Defaultsmitigations=off0.04410.703141.7220.820.931.052.553.3451.211.99462945508988794.253309.00303.65300.04287.56720278783174.640168.6610.08112306880.163515710.9197.767188.40.040126088512612520811794492.430.791.083.3851.291507777.21451.44371.9187512.5425195.77203178.40211451.29207280.77338549.56947.673912.5083948.177612.5442220.946454.164616677300.350.3370.3447029354.716440950.326696607.286159328.586742394.016335702.642.63559033042212.513.592223.373.581556.545.132696816.312.091900.61033.2125.0063.95437.5018.263892710.58755.3650.57473.8121.45372.548.70919.040.7233202.8814.411664.641.6314690.90135611777001736411551774808533.033533542911174188.353.8491592.73.0590.42236.763150.5335112.7703106.26592980179.43825419158.056875.6443704.2699.61043.41011.76503.16523.5704.6698.41043.61009.07108.87107.71334634283910977.1868155.273221.701.451635.652610692.101921.434.25731.60631.30782763.6969682.14332462582.173517936.223741573.78688.8032335069.7642801.847302.74132107.51134428.58102476.69664.9551499.1527773.35414.37202.0706.421110.931992.9181.5643.2701.819983333315024311642380.016.240276.34544.19229.1646.2104.3227.5345.1054245.1713.62.3465.785.5899.1183.6084.711709126.146917093.4248.31267142.12697417.20269523.9928569.1163324.8455.18146.0923.299216.78314.9216.6912425.880.04410.342141.4210.760.871.072.553.3851.251.99463365493058190.812304.77306.76299.11287.31020079629174.410167.4740.08112382650.163421101.2899.427359.20.040126865712412826416210513.970.781.073.4051.421518638.23414.34371.5187868.7326073.14202777.49211212.37207784.83331842.59952.751412.4503937.654012.6734223.813553.485617479306.270.3370.0357029304.56436491.376650409.606243118.046765462.426423833.882.62922533302209.763.602236.033.561557.365.132680364.812.051877.81051.3125.1063.87438.1118.243860710.68748.0650.67472.8121.56370.548.74914.620.7233193.1114.511653.361.6314683.75136726776455836246441775031223.046716522997084159.155.0171561.13.0440.41237.438250.3007113.4271105.73462976169.83627660158.912375.1975704.1699.81043.11010.46490.66508.0704.3698.51042.71008.97083.97078.41336901284038777.1962155.323821.681.461235.688602354.791968.234.10731.17831.38582746.8769948.18732855914.633519548.923778821.91679.6632341790.8542952.327275.14133593.49134263.01101602.63649.5951447.4827589.43411.91201.8712.121370.941963.9180.4639.1697.820060000014946101656378.816.063677.34444.71224.3631.3103.1225.8344.7621245.5713.62.3466.495.4539.4685.9186.621719126.261317153.3268.23969840.82862517.47051923.8871579.1067954.8175.18147.8503.242217.73415.1716.6412825.82OpenBenchmarking.org

WebP2 Image Encode

This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Quality 100, Lossless Compressionmitigations=offLinux 6.1 Defaults0.0090.0180.0270.0360.045SE +/- 0.00, N = 3SE +/- 0.00, N = 30.040.041. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -ldl

Timed Linux Kernel Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.18Build: allmodconfigmitigations=offLinux 6.1 Defaults90180270360450SE +/- 0.35, N = 3SE +/- 0.44, N = 3410.34410.70

Java Gradle Build

This test runs Java software project builds using the Gradle build system. It is intended to give developers an idea as to the build performance for development activities and build servers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterJava Gradle BuildGradle Build: Reactormitigations=offLinux 6.1 Defaults306090120150SE +/- 1.41, N = 12SE +/- 1.24, N = 3141.42141.72

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Timemitigations=offLinux 6.1 Defaults0.18450.3690.55350.7380.9225SE +/- 0.01, N = 15SE +/- 0.02, N = 150.760.82

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test Timemitigations=offLinux 6.1 Defaults0.20930.41860.62790.83721.0465SE +/- 0.01, N = 15SE +/- 0.02, N = 150.870.93

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test Timemitigations=offLinux 6.1 Defaults0.24080.48160.72240.96321.204SE +/- 0.01, N = 15SE +/- 0.01, N = 151.071.05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test Timemitigations=offLinux 6.1 Defaults0.57381.14761.72142.29522.869SE +/- 0.01, N = 15SE +/- 0.02, N = 152.552.55

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframemitigations=offLinux 6.1 Defaults0.76051.5212.28153.0423.8025SE +/- 0.04, N = 15SE +/- 0.05, N = 153.383.34

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmarkmitigations=offLinux 6.1 Defaults1224364860SE +/- 0.08, N = 15SE +/- 0.07, N = 1551.2551.21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Timemitigations=offLinux 6.1 Defaults0.44780.89561.34341.79122.239SE +/- 0.02, N = 15SE +/- 0.02, N = 151.991.99

BRL-CAD

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

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.32.6VGR Performance Metricmitigations=offLinux 6.1 Defaults100K200K300K400K500K4633654629451. (CXX) g++ options: -std=c++11 -pipe -fvisibility=hidden -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -ldl -lm

Facebook RocksDB

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Read While Writingmitigations=offLinux 6.1 Defaults1.1M2.2M3.3M4.4M5.5MSE +/- 97717.39, N = 15SE +/- 97089.51, N = 15493058150898871. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Apache CouchDB

This is a bulk insertion benchmark of Apache CouchDB. CouchDB is a document-oriented NoSQL database implemented in Erlang. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.2.2Bulk Size: 300 - Inserts: 1000 - Rounds: 30mitigations=offLinux 6.1 Defaults20406080100SE +/- 0.99, N = 4SE +/- 1.45, N = 1590.8194.251. (CXX) g++ options: -std=c++17 -lmozjs-91 -lm -lei -fPIC -MMD

ClickHouse

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

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, Third Runmitigations=offLinux 6.1 Defaults70140210280350SE +/- 2.73, N = 15SE +/- 1.24, N = 15304.77309.00MIN: 23.27 / MAX: 30000MIN: 24.35 / MAX: 300001. ClickHouse server version 22.5.4.19 (official build).

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, Second Runmitigations=offLinux 6.1 Defaults70140210280350SE +/- 1.81, N = 15SE +/- 2.35, N = 15306.76303.65MIN: 24.29 / MAX: 30000MIN: 24.32 / MAX: 300001. ClickHouse server version 22.5.4.19 (official build).

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, First Run / Cold Cachemitigations=offLinux 6.1 Defaults70140210280350SE +/- 2.21, N = 15SE +/- 1.97, N = 15299.11300.04MIN: 23.78 / MAX: 30000MIN: 23.58 / MAX: 300001. ClickHouse server version 22.5.4.19 (official build).

Apache CouchDB

This is a bulk insertion benchmark of Apache CouchDB. CouchDB is a document-oriented NoSQL database implemented in Erlang. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.2.2Bulk Size: 300 - Inserts: 3000 - Rounds: 30mitigations=offLinux 6.1 Defaults60120180240300SE +/- 0.88, N = 3SE +/- 2.18, N = 3287.31287.571. (CXX) g++ options: -std=c++17 -lmozjs-91 -lm -lei -fPIC -MMD

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.5.0Rows: 1000000 - Test: Async Random Write - Clients: 16mitigations=offLinux 6.1 Defaults4080120160200SE +/- 2.08, N = 3SE +/- 2.67, N = 3200202

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.5.0Rows: 1000000 - Test: Async Random Write - Clients: 16mitigations=offLinux 6.1 Defaults20K40K60K80K100KSE +/- 824.47, N = 3SE +/- 1004.83, N = 37962978783

Timed Gem5 Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To Compilemitigations=offLinux 6.1 Defaults4080120160200SE +/- 0.76, N = 3SE +/- 0.24, N = 3174.41174.64

Apache CouchDB

This is a bulk insertion benchmark of Apache CouchDB. CouchDB is a document-oriented NoSQL database implemented in Erlang. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.2.2Bulk Size: 100 - Inserts: 3000 - Rounds: 30mitigations=offLinux 6.1 Defaults4080120160200SE +/- 0.35, N = 3SE +/- 0.13, N = 3167.47168.661. (CXX) g++ options: -std=c++17 -lmozjs-91 -lm -lei -fPIC -MMD

PostgreSQL

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average Latencymitigations=offLinux 6.1 Defaults0.01820.03640.05460.07280.091SE +/- 0.001, N = 4SE +/- 0.000, N = 30.0810.0811. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 100 - Mode: Read Onlymitigations=offLinux 6.1 Defaults300K600K900K1200K1500KSE +/- 13433.82, N = 4SE +/- 3039.24, N = 3123826512306881. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

WebP2 Image Encode

This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Quality 95, Compression Effort 7mitigations=offLinux 6.1 Defaults0.0360.0720.1080.1440.18SE +/- 0.00, N = 3SE +/- 0.00, N = 30.160.161. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -ldl

Stress-NG

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Futexmitigations=offLinux 6.1 Defaults800K1600K2400K3200K4000KSE +/- 41423.32, N = 15SE +/- 41459.49, N = 153421101.283515710.911. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: CPU Cachemitigations=offLinux 6.1 Defaults20406080100SE +/- 1.99, N = 15SE +/- 1.56, N = 1599.4297.761. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed Treemitigations=offLinux 6.1 Defaults16003200480064008000SE +/- 34.79, N = 3SE +/- 19.11, N = 37359.27188.4MIN: 5648.82 / MAX: 7428.65MIN: 5401.58 / MAX: 7219.72

PostgreSQL

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latencymitigations=offLinux 6.1 Defaults0.0090.0180.0270.0360.045SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0400.0401. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 50 - Mode: Read Onlymitigations=offLinux 6.1 Defaults300K600K900K1200K1500KSE +/- 6479.50, N = 3SE +/- 10486.93, N = 3126865712608851. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.5.0Rows: 1000000 - Test: Increment - Clients: 16mitigations=offLinux 6.1 Defaults306090120150SE +/- 1.67, N = 3SE +/- 1.33, N = 3124126

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.5.0Rows: 1000000 - Test: Increment - Clients: 16mitigations=offLinux 6.1 Defaults30K60K90K120K150KSE +/- 1763.01, N = 3SE +/- 1182.66, N = 3128264125208

Stress-NG

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Context Switchingmitigations=offLinux 6.1 Defaults3M6M9M12M15MSE +/- 538579.50, N = 12SE +/- 457851.80, N = 1216210513.9711794492.431. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Timemitigations=offLinux 6.1 Defaults0.17780.35560.53340.71120.889SE +/- 0.02, N = 7SE +/- 0.03, N = 30.780.79

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test Timemitigations=offLinux 6.1 Defaults0.2430.4860.7290.9721.215SE +/- 0.01, N = 7SE +/- 0.03, N = 31.071.08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframemitigations=offLinux 6.1 Defaults0.7651.532.2953.063.825SE +/- 0.06, N = 7SE +/- 0.10, N = 33.403.38

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmarkmitigations=offLinux 6.1 Defaults1224364860SE +/- 0.11, N = 7SE +/- 0.24, N = 351.4251.29

KeyDB

A benchmark of KeyDB as a multi-threaded fork of the Redis server. The KeyDB benchmark is conducted using memtier-benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.2.0mitigations=offLinux 6.1 Defaults300K600K900K1200K1500KSE +/- 3433.04, N = 3SE +/- 3644.79, N = 31518638.231507777.211. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala Dottymitigations=offLinux 6.1 Defaults100200300400500SE +/- 0.49, N = 3SE +/- 6.25, N = 15414.3451.4MIN: 348.11 / MAX: 744.04MIN: 343.36 / MAX: 782.31

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie Lensmitigations=offLinux 6.1 Defaults9001800270036004500SE +/- 22.27, N = 3SE +/- 32.41, N = 34371.54371.9MIN: 4345.9 / MAX: 4750.01MIN: 4308.11 / MAX: 4860.44

nginx

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

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 1000mitigations=offLinux 6.1 Defaults40K80K120K160K200KSE +/- 586.42, N = 3SE +/- 221.20, N = 3187868.73187512.541. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Stress-NG

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Socket Activitymitigations=offLinux 6.1 Defaults6K12K18K24K30KSE +/- 323.81, N = 15SE +/- 197.02, N = 326073.1425195.771. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

nginx

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

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500mitigations=offLinux 6.1 Defaults40K80K120K160K200KSE +/- 812.38, N = 3SE +/- 845.21, N = 3202777.49203178.401. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 200mitigations=offLinux 6.1 Defaults50K100K150K200K250KSE +/- 702.24, N = 3SE +/- 806.08, N = 3211212.37211451.291. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 100mitigations=offLinux 6.1 Defaults40K80K120K160K200KSE +/- 1384.83, N = 3SE +/- 1157.09, N = 3207784.83207280.771. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Stress-NG

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Atomicmitigations=offLinux 6.1 Defaults70K140K210K280K350KSE +/- 2320.39, N = 3SE +/- 7379.51, N = 15331842.59338549.561. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Streammitigations=offLinux 6.1 Defaults2004006008001000SE +/- 1.94, N = 3SE +/- 3.70, N = 3952.75947.67

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Streammitigations=offLinux 6.1 Defaults3691215SE +/- 0.04, N = 3SE +/- 0.05, N = 312.4512.51

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Streammitigations=offLinux 6.1 Defaults2004006008001000SE +/- 1.73, N = 3SE +/- 3.52, N = 3937.65948.18

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Streammitigations=offLinux 6.1 Defaults3691215SE +/- 0.02, N = 3SE +/- 0.05, N = 312.6712.54

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Streammitigations=offLinux 6.1 Defaults50100150200250SE +/- 0.57, N = 3SE +/- 0.42, N = 3223.81220.95

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Streammitigations=offLinux 6.1 Defaults1224364860SE +/- 0.13, N = 3SE +/- 0.10, N = 353.4954.16

Stress-NG

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Mutexmitigations=offLinux 6.1 Defaults4M8M12M16M20MSE +/- 153223.16, N = 3SE +/- 368734.03, N = 1217479306.2716677300.351. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

WebP2 Image Encode

This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Quality 75, Compression Effort 7mitigations=offLinux 6.1 Defaults0.07430.14860.22290.29720.3715SE +/- 0.00, N = 3SE +/- 0.00, N = 30.330.331. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -ldl

libavif avifenc

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

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 0mitigations=offLinux 6.1 Defaults1632486480SE +/- 0.18, N = 3SE +/- 0.12, N = 370.0470.341. (CXX) g++ options: -O3 -fPIC -lm

Dragonflydb

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

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 200 - Set To Get Ratio: 1:5mitigations=offLinux 6.1 Defaults1.5M3M4.5M6M7.5MSE +/- 33271.78, N = 3SE +/- 41132.46, N = 37029304.507029354.711. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 200 - Set To Get Ratio: 5:1mitigations=offLinux 6.1 Defaults1.4M2.8M4.2M5.6M7MSE +/- 46202.73, N = 3SE +/- 19398.36, N = 36436491.376440950.321. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 200 - Set To Get Ratio: 1:1mitigations=offLinux 6.1 Defaults1.4M2.8M4.2M5.6M7MSE +/- 49539.07, N = 3SE +/- 42144.49, N = 36650409.606696607.281. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 50 - Set To Get Ratio: 5:1mitigations=offLinux 6.1 Defaults1.3M2.6M3.9M5.2M6.5MSE +/- 5261.63, N = 3SE +/- 22475.30, N = 36243118.046159328.581. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 50 - Set To Get Ratio: 1:5mitigations=offLinux 6.1 Defaults1.4M2.8M4.2M5.6M7MSE +/- 31744.79, N = 3SE +/- 16253.11, N = 36765462.426742394.011. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 50 - Set To Get Ratio: 1:1mitigations=offLinux 6.1 Defaults1.4M2.8M4.2M5.6M7MSE +/- 36510.22, N = 3SE +/- 54773.05, N = 36423833.886335702.641. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Stargate Digital Audio Workstation

Stargate is an open-source, cross-platform digital audio workstation (DAW) software package with "a unique and carefully curated experience" with scalability from old systems up through modern multi-core systems. Stargate is GPLv3 licensed and makes use of Qt5 (PyQt5) for its user-interface. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 512mitigations=offLinux 6.1 Defaults0.5931.1861.7792.3722.965SE +/- 0.006256, N = 3SE +/- 0.005802, N = 32.6292252.6355901. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

MariaDB

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

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 32mitigations=offLinux 6.1 Defaults7001400210028003500SE +/- 9.76, N = 3SE +/- 28.86, N = 3333033041. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -lpthread -ldl

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPUmitigations=offLinux 6.1 Defaults5001000150020002500SE +/- 2.24, N = 3SE +/- 1.23, N = 32209.762212.51MIN: 1693.41 / MAX: 2903.99MIN: 1666.75 / MAX: 2938.51. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPUmitigations=offLinux 6.1 Defaults0.811.622.433.244.05SE +/- 0.00, N = 3SE +/- 0.00, N = 33.603.591. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPUmitigations=offLinux 6.1 Defaults5001000150020002500SE +/- 6.69, N = 3SE +/- 4.82, N = 32236.032223.37MIN: 1702.71 / MAX: 3129.63MIN: 1691.82 / MAX: 2995.511. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPUmitigations=offLinux 6.1 Defaults0.80551.6112.41653.2224.0275SE +/- 0.01, N = 3SE +/- 0.00, N = 33.563.581. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Face Detection FP16 - Device: CPUmitigations=offLinux 6.1 Defaults30060090012001500SE +/- 9.54, N = 3SE +/- 8.27, N = 31557.361556.54MIN: 1398.63 / MAX: 1895.62MIN: 1401.44 / MAX: 1905.831. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Face Detection FP16 - Device: CPUmitigations=offLinux 6.1 Defaults1.15432.30863.46294.61725.7715SE +/- 0.03, N = 3SE +/- 0.03, N = 35.135.131. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

InfluxDB

This is a benchmark of the InfluxDB open-source time-series database optimized for fast, high-availability storage for IoT and other use-cases. The InfluxDB test profile makes use of InfluxDB Inch for facilitating the benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000mitigations=offLinux 6.1 Defaults600K1200K1800K2400K3000KSE +/- 26949.91, N = 6SE +/- 11434.48, N = 32680364.82696816.3

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google as the AV1 Codec Library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4Kmitigations=offLinux 6.1 Defaults3691215SE +/- 0.04, N = 3SE +/- 0.01, N = 312.0512.091. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark PageRankmitigations=offLinux 6.1 Defaults400800120016002000SE +/- 7.79, N = 3SE +/- 15.25, N = 31877.81900.6MIN: 1729.93 / MAX: 1920.13MIN: 1751.32 / MAX: 1979.24

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Genetic Algorithm Using Jenetics + Futuresmitigations=offLinux 6.1 Defaults2004006008001000SE +/- 7.18, N = 3SE +/- 12.61, N = 41051.31033.2MIN: 988.02 / MAX: 1106.1MIN: 963.25 / MAX: 1123.84

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Machine Translation EN To DE FP16 - Device: CPUmitigations=offLinux 6.1 Defaults306090120150SE +/- 0.22, N = 3SE +/- 0.10, N = 3125.10125.00MIN: 90.23 / MAX: 327.3MIN: 88.24 / MAX: 330.61. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Machine Translation EN To DE FP16 - Device: CPUmitigations=offLinux 6.1 Defaults1428425670SE +/- 0.10, N = 3SE +/- 0.06, N = 363.8763.951. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Face Detection FP16-INT8 - Device: CPUmitigations=offLinux 6.1 Defaults90180270360450SE +/- 0.58, N = 3SE +/- 0.12, N = 3438.11437.50MIN: 270.11 / MAX: 1300.72MIN: 270.24 / MAX: 992.111. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Face Detection FP16-INT8 - Device: CPUmitigations=offLinux 6.1 Defaults48121620SE +/- 0.03, N = 3SE +/- 0.00, N = 318.2418.261. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Facebook RocksDB

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Random Fill Syncmitigations=offLinux 6.1 Defaults8K16K24K32K40KSE +/- 248.77, N = 3SE +/- 8.74, N = 338607389271. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUmitigations=offLinux 6.1 Defaults3691215SE +/- 0.01, N = 3SE +/- 0.05, N = 310.6810.58MIN: 7.52 / MAX: 54.71MIN: 7.56 / MAX: 57.781. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUmitigations=offLinux 6.1 Defaults160320480640800SE +/- 0.34, N = 3SE +/- 3.32, N = 3748.06755.361. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16 - Device: CPUmitigations=offLinux 6.1 Defaults1122334455SE +/- 0.01, N = 3SE +/- 0.04, N = 350.6750.57MIN: 30.2 / MAX: 197.71MIN: 22.73 / MAX: 185.961. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16 - Device: CPUmitigations=offLinux 6.1 Defaults100200300400500SE +/- 0.03, N = 3SE +/- 0.35, N = 3472.81473.811. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16 - Device: CPUmitigations=offLinux 6.1 Defaults510152025SE +/- 0.03, N = 3SE +/- 0.02, N = 321.5621.45MIN: 11.75 / MAX: 89.39MIN: 11.89 / MAX: 881. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16 - Device: CPUmitigations=offLinux 6.1 Defaults80160240320400SE +/- 0.52, N = 3SE +/- 0.29, N = 3370.54372.541. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUmitigations=offLinux 6.1 Defaults246810SE +/- 0.01, N = 3SE +/- 0.00, N = 38.748.70MIN: 5.93 / MAX: 61MIN: 5.93 / MAX: 62.711. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUmitigations=offLinux 6.1 Defaults2004006008001000SE +/- 1.18, N = 3SE +/- 0.49, N = 3914.62919.041. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUmitigations=offLinux 6.1 Defaults0.1620.3240.4860.6480.81SE +/- 0.00, N = 3SE +/- 0.00, N = 30.720.72MIN: 0.5 / MAX: 5.06MIN: 0.5 / MAX: 5.071. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUmitigations=offLinux 6.1 Defaults7K14K21K28K35KSE +/- 20.38, N = 3SE +/- 4.98, N = 333193.1133202.881. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUmitigations=offLinux 6.1 Defaults48121620SE +/- 0.03, N = 3SE +/- 0.02, N = 314.5114.41MIN: 7.71 / MAX: 127.13MIN: 7.04 / MAX: 135.231. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUmitigations=offLinux 6.1 Defaults400800120016002000SE +/- 3.13, N = 3SE +/- 1.49, N = 31653.361664.641. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUmitigations=offLinux 6.1 Defaults0.36680.73361.10041.46721.834SE +/- 0.00, N = 3SE +/- 0.00, N = 31.631.63MIN: 0.83 / MAX: 10.17MIN: 1.11 / MAX: 10.181. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUmitigations=offLinux 6.1 Defaults3K6K9K12K15KSE +/- 8.91, N = 3SE +/- 5.29, N = 314683.7514690.901. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Facebook RocksDB

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Random Fillmitigations=offLinux 6.1 Defaults300K600K900K1200K1500KSE +/- 5444.71, N = 3SE +/- 6463.89, N = 3136726713561171. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Update Randommitigations=offLinux 6.1 Defaults160K320K480K640K800KSE +/- 4236.67, N = 3SE +/- 7415.12, N = 37645587700171. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Read Random Write Randommitigations=offLinux 6.1 Defaults800K1600K2400K3200K4000KSE +/- 15106.42, N = 3SE +/- 3258.62, N = 3362464436411551. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Random Readmitigations=offLinux 6.1 Defaults40M80M120M160M200MSE +/- 2519557.52, N = 3SE +/- 2292531.98, N = 31775031221774808531. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Stargate Digital Audio Workstation

Stargate is an open-source, cross-platform digital audio workstation (DAW) software package with "a unique and carefully curated experience" with scalability from old systems up through modern multi-core systems. Stargate is GPLv3 licensed and makes use of Qt5 (PyQt5) for its user-interface. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 1024mitigations=offLinux 6.1 Defaults0.68551.3712.05652.7423.4275SE +/- 0.003982, N = 3SE +/- 0.002663, N = 33.0467163.0335331. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.5.0Rows: 1000000 - Test: Random Read - Clients: 16mitigations=offLinux 6.1 Defaults1224364860SE +/- 0.33, N = 3SE +/- 0.58, N = 35254

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.5.0Rows: 1000000 - Test: Random Read - Clients: 16mitigations=offLinux 6.1 Defaults60K120K180K240K300KSE +/- 984.52, N = 3SE +/- 2676.47, N = 3299708291117

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Savina Reactors.IOmitigations=offLinux 6.1 Defaults9001800270036004500SE +/- 3.06, N = 3SE +/- 45.21, N = 34159.14188.3MIN: 4153.01 / MAX: 5832.37MIN: 4132.82 / MAX: 5963.25

Apache CouchDB

This is a bulk insertion benchmark of Apache CouchDB. CouchDB is a document-oriented NoSQL database implemented in Erlang. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.2.2Bulk Size: 100 - Inserts: 1000 - Rounds: 30mitigations=offLinux 6.1 Defaults1224364860SE +/- 0.45, N = 3SE +/- 0.07, N = 355.0253.851. (CXX) g++ options: -std=c++17 -lmozjs-91 -lm -lei -fPIC -MMD

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark ALSmitigations=offLinux 6.1 Defaults30060090012001500SE +/- 8.72, N = 3SE +/- 4.17, N = 31561.11592.7MIN: 1476.82 / MAX: 1681.97MIN: 1505.66 / MAX: 1729.7

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 4 - Input: Bosphorus 4Kmitigations=offLinux 6.1 Defaults0.68831.37662.06492.75323.4415SE +/- 0.005, N = 3SE +/- 0.016, N = 33.0443.0591. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google as the AV1 Codec Library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4Kmitigations=offLinux 6.1 Defaults0.09450.1890.28350.3780.4725SE +/- 0.00, N = 3SE +/- 0.00, N = 30.410.421. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Streammitigations=offLinux 6.1 Defaults50100150200250SE +/- 0.27, N = 3SE +/- 0.44, N = 3237.44236.76

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Streammitigations=offLinux 6.1 Defaults1122334455SE +/- 0.12, N = 3SE +/- 0.16, N = 350.3050.53

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Streammitigations=offLinux 6.1 Defaults306090120150SE +/- 1.06, N = 3SE +/- 1.09, N = 3113.43112.77

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Streammitigations=offLinux 6.1 Defaults20406080100SE +/- 1.02, N = 3SE +/- 1.00, N = 3105.73106.27

InfluxDB

This is a benchmark of the InfluxDB open-source time-series database optimized for fast, high-availability storage for IoT and other use-cases. The InfluxDB test profile makes use of InfluxDB Inch for facilitating the benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000mitigations=offLinux 6.1 Defaults600K1200K1800K2400K3000KSE +/- 3790.37, N = 3SE +/- 5792.62, N = 32976169.82980179.4

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.5.0Rows: 1000000 - Test: Random Read - Clients: 1mitigations=offLinux 6.1 Defaults918273645SE +/- 0.33, N = 3SE +/- 0.33, N = 33638

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.5.0Rows: 1000000 - Test: Random Read - Clients: 1mitigations=offLinux 6.1 Defaults6K12K18K24K30KSE +/- 87.43, N = 3SE +/- 201.55, N = 32766025419

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Streammitigations=offLinux 6.1 Defaults4080120160200SE +/- 0.78, N = 3SE +/- 0.69, N = 3158.91158.06

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Streammitigations=offLinux 6.1 Defaults20406080100SE +/- 0.47, N = 3SE +/- 0.27, N = 375.2075.64

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b Decryptionmitigations=offLinux 6.1 Defaults150300450600750SE +/- 0.26, N = 3SE +/- 0.26, N = 3704.1704.2

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b Encryptionmitigations=offLinux 6.1 Defaults150300450600750SE +/- 0.21, N = 3SE +/- 0.15, N = 3699.8699.6

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b Decryptionmitigations=offLinux 6.1 Defaults2004006008001000SE +/- 0.87, N = 3SE +/- 0.74, N = 31043.11043.4

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b Encryptionmitigations=offLinux 6.1 Defaults2004006008001000SE +/- 0.80, N = 2SE +/- 0.62, N = 31010.41011.7

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b Decryptionmitigations=offLinux 6.1 Defaults14002800420056007000SE +/- 21.42, N = 3SE +/- 16.52, N = 36490.66503.1

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b Encryptionmitigations=offLinux 6.1 Defaults14002800420056007000SE +/- 22.60, N = 3SE +/- 16.24, N = 36508.06523.5

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b Decryptionmitigations=offLinux 6.1 Defaults150300450600750SE +/- 0.30, N = 3SE +/- 0.27, N = 3704.3704.6

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b Encryptionmitigations=offLinux 6.1 Defaults150300450600750SE +/- 1.37, N = 3SE +/- 1.56, N = 3698.5698.4

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b Decryptionmitigations=offLinux 6.1 Defaults2004006008001000SE +/- 0.95, N = 3SE +/- 0.74, N = 31042.71043.6

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b Encryptionmitigations=offLinux 6.1 Defaults2004006008001000SE +/- 2.16, N = 3SE +/- 2.59, N = 31008.91009.0

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b Decryptionmitigations=offLinux 6.1 Defaults15003000450060007500SE +/- 24.01, N = 3SE +/- 15.14, N = 37083.97108.8

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b Encryptionmitigations=offLinux 6.1 Defaults15003000450060007500SE +/- 24.85, N = 3SE +/- 15.48, N = 37078.47107.7

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-whirlpoolmitigations=offLinux 6.1 Defaults300K600K900K1200K1500KSE +/- 568.00, N = 3SE +/- 1131.33, N = 313369011334634

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-sha512mitigations=offLinux 6.1 Defaults600K1200K1800K2400K3000KSE +/- 1281.67, N = 3SE +/- 2560.00, N = 328403872839109

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Streammitigations=offLinux 6.1 Defaults20406080100SE +/- 0.51, N = 3SE +/- 0.28, N = 377.2077.19

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Streammitigations=offLinux 6.1 Defaults306090120150SE +/- 1.00, N = 3SE +/- 0.64, N = 3155.32155.27

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google as the AV1 Codec Library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4Kmitigations=offLinux 6.1 Defaults510152025SE +/- 0.07, N = 3SE +/- 0.06, N = 321.6821.701. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

ASTC Encoder

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

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: Exhaustivemitigations=offLinux 6.1 Defaults0.32880.65760.98641.31521.644SE +/- 0.0029, N = 3SE +/- 0.0062, N = 31.46121.45161. (CXX) g++ options: -O3 -flto -pthread

Timed Linux Kernel Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.18Build: defconfigmitigations=offLinux 6.1 Defaults816243240SE +/- 0.43, N = 3SE +/- 0.26, N = 335.6935.65

Stress-NG

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: SENDFILEmitigations=offLinux 6.1 Defaults130K260K390K520K650KSE +/- 7176.09, N = 4SE +/- 7415.69, N = 3602354.79610692.101. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: In-Memory Database Shootoutmitigations=offLinux 6.1 Defaults400800120016002000SE +/- 24.16, N = 3SE +/- 27.32, N = 31968.21921.4MIN: 1760.93 / MAX: 2449.66MIN: 1708.07 / MAX: 2253.56

libavif avifenc

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

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 2mitigations=offLinux 6.1 Defaults816243240SE +/- 0.09, N = 3SE +/- 0.28, N = 334.1134.261. (CXX) g++ options: -O3 -fPIC -lm

RawTherapee

RawTherapee is a cross-platform, open-source multi-threaded RAW image processing program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark Timemitigations=offLinux 6.1 Defaults714212835SE +/- 0.20, N = 3SE +/- 0.32, N = 331.1831.611. RawTherapee, version 5.8, command line.

SQLite Speedtest

This is a benchmark of SQLite's speedtest1 benchmark program with an increased problem size of 1,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000mitigations=offLinux 6.1 Defaults714212835SE +/- 0.01, N = 3SE +/- 0.04, N = 331.3931.311. (CC) gcc options: -O2 -lz

Stress-NG

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: x86_64 RdRandmitigations=offLinux 6.1 Defaults20K40K60K80K100KSE +/- 28.05, N = 3SE +/- 3.35, N = 382746.8782763.691. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

Aircrack-ng

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

OpenBenchmarking.orgk/s, More Is BetterAircrack-ng 1.7mitigations=offLinux 6.1 Defaults15K30K45K60K75KSE +/- 47.65, N = 3SE +/- 164.84, N = 369948.1969682.141. (CXX) g++ options: -std=gnu++17 -O3 -fvisibility=hidden -fcommon -rdynamic -lnl-3 -lnl-genl-3 -lpcre -lsqlite3 -lpthread -lz -lssl -lcrypto -lhwloc -ldl -lm -pthread

Stress-NG

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: System V Message Passingmitigations=offLinux 6.1 Defaults7M14M21M28M35MSE +/- 441148.10, N = 3SE +/- 12278.20, N = 332855914.6332462582.171. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Semaphoresmitigations=offLinux 6.1 Defaults800K1600K2400K3200K4000KSE +/- 4974.11, N = 3SE +/- 6818.46, N = 33519548.923517936.221. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Glibc C String Functionsmitigations=offLinux 6.1 Defaults800K1600K2400K3200K4000KSE +/- 29422.94, N = 3SE +/- 44204.27, N = 33778821.913741573.781. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: NUMAmitigations=offLinux 6.1 Defaults150300450600750SE +/- 3.21, N = 3SE +/- 9.66, N = 3679.66688.801. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Mallocmitigations=offLinux 6.1 Defaults7M14M21M28M35MSE +/- 95450.84, N = 3SE +/- 145595.11, N = 332341790.8532335069.761. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Cryptomitigations=offLinux 6.1 Defaults9K18K27K36K45KSE +/- 226.79, N = 3SE +/- 251.10, N = 342952.3242801.841. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Memory Copyingmitigations=offLinux 6.1 Defaults16003200480064008000SE +/- 24.63, N = 3SE +/- 42.34, N = 37275.147302.741. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Forkingmitigations=offLinux 6.1 Defaults30K60K90K120K150KSE +/- 714.85, N = 3SE +/- 866.53, N = 3133593.49132107.511. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Vector Mathmitigations=offLinux 6.1 Defaults30K60K90K120K150KSE +/- 179.45, N = 3SE +/- 174.14, N = 3134263.01134428.581. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Matrix Mathmitigations=offLinux 6.1 Defaults20K40K60K80K100KSE +/- 1306.38, N = 3SE +/- 692.52, N = 3101602.63102476.691. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: MMAPmitigations=offLinux 6.1 Defaults140280420560700SE +/- 7.79, N = 3SE +/- 6.66, N = 3649.59664.951. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: CPU Stressmitigations=offLinux 6.1 Defaults11K22K33K44K55KSE +/- 646.04, N = 3SE +/- 433.83, N = 351447.4851499.151. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: IO_uringmitigations=offLinux 6.1 Defaults6K12K18K24K30KSE +/- 16.82, N = 3SE +/- 6.02, N = 327589.4327773.351. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Glibc Qsort Data Sortingmitigations=offLinux 6.1 Defaults90180270360450SE +/- 1.72, N = 3SE +/- 2.44, N = 3411.91414.371. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

srsRAN

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

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAMmitigations=offLinux 6.1 Defaults4080120160200SE +/- 0.32, N = 3SE +/- 0.12, N = 3201.8202.01. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAMmitigations=offLinux 6.1 Defaults150300450600750SE +/- 2.62, N = 3SE +/- 2.42, N = 3712.1706.41. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2mitigations=offLinux 6.1 Defaults5001000150020002500SE +/- 52.45, N = 20SE +/- 41.36, N = 2021372111

WebP Image Encode

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

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, Lossless, Highest Compressionmitigations=offLinux 6.1 Defaults0.21150.4230.63450.8461.0575SE +/- 0.00, N = 3SE +/- 0.00, N = 30.940.931. (CC) gcc options: -fvisibility=hidden -O2 -lm

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Finagle HTTP Requestsmitigations=offLinux 6.1 Defaults400800120016002000SE +/- 12.55, N = 3SE +/- 2.14, N = 31963.91992.9MIN: 1798.97 / MAX: 2151.27MIN: 1809.15 / MAX: 2148.58

srsRAN

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

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAMmitigations=offLinux 6.1 Defaults4080120160200SE +/- 1.23, N = 3SE +/- 0.17, N = 3180.4181.51. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAMmitigations=offLinux 6.1 Defaults140280420560700SE +/- 4.97, N = 3SE +/- 5.43, N = 3639.1643.21. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark Bayesmitigations=offLinux 6.1 Defaults150300450600750SE +/- 3.25, N = 3SE +/- 1.25, N = 3697.8701.8MIN: 502.51 / MAX: 703.67MIN: 510.43 / MAX: 704.23

srsRAN

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

OpenBenchmarking.orgSamples / Second, More Is BettersrsRAN 22.04.1Test: OFDM_Testmitigations=offLinux 6.1 Defaults40M80M120M160M200MSE +/- 642910.05, N = 3SE +/- 866666.67, N = 32006000001998333331. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Facebook RocksDB

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Sequential Fillmitigations=offLinux 6.1 Defaults300K600K900K1200K1500KSE +/- 2086.01, N = 3SE +/- 17853.48, N = 3149461015024311. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Tradesoapmitigations=offLinux 6.1 Defaults400800120016002000SE +/- 11.96, N = 4SE +/- 10.42, N = 2016561642

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random Forestmitigations=offLinux 6.1 Defaults80160240320400SE +/- 1.71, N = 3SE +/- 1.64, N = 3378.8380.0MIN: 350.48 / MAX: 457.26MIN: 353.4 / MAX: 457.98

ASTC Encoder

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

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: Thoroughmitigations=offLinux 6.1 Defaults48121620SE +/- 0.08, N = 3SE +/- 0.01, N = 316.0616.241. (CXX) g++ options: -O3 -flto -pthread

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 8 - Input: Bosphorus 4Kmitigations=offLinux 6.1 Defaults20406080100SE +/- 0.72, N = 7SE +/- 0.86, N = 477.3476.351. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google as the AV1 Codec Library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4Kmitigations=offLinux 6.1 Defaults1020304050SE +/- 0.22, N = 3SE +/- 0.13, N = 344.7144.191. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

srsRAN

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

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 64-QAMmitigations=offLinux 6.1 Defaults50100150200250SE +/- 1.80, N = 5SE +/- 0.44, N = 3224.3229.11. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 64-QAMmitigations=offLinux 6.1 Defaults140280420560700SE +/- 6.50, N = 5SE +/- 2.79, N = 3631.3646.21. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMmitigations=offLinux 6.1 Defaults20406080100SE +/- 0.52, N = 3SE +/- 0.12, N = 3103.1104.31. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMmitigations=offLinux 6.1 Defaults50100150200250SE +/- 1.89, N = 3SE +/- 1.46, N = 3225.8227.51. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

ASTC Encoder

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

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: Fastmitigations=offLinux 6.1 Defaults70140210280350SE +/- 0.26, N = 3SE +/- 0.16, N = 3344.76345.111. (CXX) g++ options: -O3 -flto -pthread

srsRAN

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

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 256-QAMmitigations=offLinux 6.1 Defaults50100150200250SE +/- 0.50, N = 3SE +/- 1.56, N = 3245.5245.11. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 256-QAMmitigations=offLinux 6.1 Defaults150300450600750SE +/- 1.00, N = 3SE +/- 7.34, N = 3713.6713.61. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

WebP Image Encode

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

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, Losslessmitigations=offLinux 6.1 Defaults0.52651.0531.57952.1062.6325SE +/- 0.00, N = 3SE +/- 0.00, N = 32.342.341. (CC) gcc options: -fvisibility=hidden -O2 -lm

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google as the AV1 Codec Library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4Kmitigations=offLinux 6.1 Defaults1530456075SE +/- 0.78, N = 3SE +/- 0.37, N = 366.4965.781. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

libavif avifenc

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

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 6, Losslessmitigations=offLinux 6.1 Defaults1.25752.5153.77255.036.2875SE +/- 0.051, N = 6SE +/- 0.060, N = 35.4535.5891. (CXX) g++ options: -O3 -fPIC -lm

WebP2 Image Encode

This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Quality 100, Compression Effort 5mitigations=offLinux 6.1 Defaults3691215SE +/- 0.06, N = 3SE +/- 0.16, N = 159.469.111. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -ldl

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google as the AV1 Codec Library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4Kmitigations=offLinux 6.1 Defaults20406080100SE +/- 0.19, N = 3SE +/- 0.19, N = 385.9183.601. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4Kmitigations=offLinux 6.1 Defaults20406080100SE +/- 0.57, N = 3SE +/- 0.27, N = 386.6284.711. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Tradebeansmitigations=offLinux 6.1 Defaults400800120016002000SE +/- 10.14, N = 4SE +/- 13.02, N = 417191709

ASTC Encoder

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

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: Mediummitigations=offLinux 6.1 Defaults306090120150SE +/- 0.12, N = 3SE +/- 0.19, N = 3126.26126.151. (CXX) g++ options: -O3 -flto -pthread

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jythonmitigations=offLinux 6.1 Defaults400800120016002000SE +/- 13.09, N = 10SE +/- 11.93, N = 417151709

libavif avifenc

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

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 10, Losslessmitigations=offLinux 6.1 Defaults0.77041.54082.31123.08163.852SE +/- 0.033, N = 3SE +/- 0.031, N = 73.3263.4241. (CXX) g++ options: -O3 -fPIC -lm

OSBench

OSBench is a collection of micro-benchmarks for measuring operating system primitives like time to create threads/processes, launching programs, creating files, and memory allocation. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgus Per Event, Fewer Is BetterOSBenchTest: Create Filesmitigations=offLinux 6.1 Defaults246810SE +/- 0.004001, N = 3SE +/- 0.010422, N = 38.2396988.3126711. (CC) gcc options: -lm

OpenBenchmarking.orgNs Per Event, Fewer Is BetterOSBenchTest: Memory Allocationsmitigations=offLinux 6.1 Defaults1020304050SE +/- 0.05, N = 3SE +/- 0.11, N = 340.8342.131. (CC) gcc options: -lm

OpenBenchmarking.orgus Per Event, Fewer Is BetterOSBenchTest: Create Processesmitigations=offLinux 6.1 Defaults48121620SE +/- 0.17, N = 3SE +/- 0.06, N = 317.4717.201. (CC) gcc options: -lm

OpenBenchmarking.orgus Per Event, Fewer Is BetterOSBenchTest: Launch Programsmitigations=offLinux 6.1 Defaults612182430SE +/- 0.16, N = 3SE +/- 0.07, N = 323.8923.991. (CC) gcc options: -lm

OpenBenchmarking.orgus Per Event, Fewer Is BetterOSBenchTest: Create Threadsmitigations=offLinux 6.1 Defaults3691215SE +/- 0.101921, N = 3SE +/- 0.059195, N = 39.1067959.1163321. (CC) gcc options: -lm

Bork File Encrypter

Bork is a small, cross-platform file encryption utility. It is written in Java and designed to be included along with the files it encrypts for long-term storage. This test measures the amount of time it takes to encrypt a sample file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBork File Encrypter 1.4File Encryption Timemitigations=offLinux 6.1 Defaults1.09012.18023.27034.36045.4505SE +/- 0.030, N = 3SE +/- 0.033, N = 34.8174.845

WebP Image Encode

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

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, Highest Compressionmitigations=offLinux 6.1 Defaults1.16552.3313.49654.6625.8275SE +/- 0.00, N = 3SE +/- 0.00, N = 35.185.181. (CC) gcc options: -fvisibility=hidden -O2 -lm

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 10 - Input: Bosphorus 4Kmitigations=offLinux 6.1 Defaults306090120150SE +/- 1.43, N = 3SE +/- 1.34, N = 3147.85146.091. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

libavif avifenc

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

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 6mitigations=offLinux 6.1 Defaults0.74231.48462.22692.96923.7115SE +/- 0.011, N = 3SE +/- 0.034, N = 43.2423.2991. (CXX) g++ options: -O3 -fPIC -lm

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 12 - Input: Bosphorus 4Kmitigations=offLinux 6.1 Defaults50100150200250SE +/- 0.64, N = 3SE +/- 1.49, N = 3217.73216.781. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

WebP2 Image Encode

This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Defaultmitigations=offLinux 6.1 Defaults48121620SE +/- 0.14, N = 7SE +/- 0.20, N = 315.1714.921. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -ldl

WebP Image Encode

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

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100mitigations=offLinux 6.1 Defaults48121620SE +/- 0.01, N = 3SE +/- 0.01, N = 316.6416.691. (CC) gcc options: -fvisibility=hidden -O2 -lm

ctx_clock

Ctx_clock is a simple test program to measure the context switch time in clock cycles. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgClocks, Fewer Is Betterctx_clockContext Switch Timemitigations=offLinux 6.1 Defaults306090120150SE +/- 0.95, N = 11SE +/- 0.00, N = 3128124

WebP Image Encode

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

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Defaultmitigations=offLinux 6.1 Defaults612182430SE +/- 0.02, N = 3SE +/- 0.01, N = 325.8225.881. (CC) gcc options: -fvisibility=hidden -O2 -lm

198 Results Shown

WebP2 Image Encode
Timed Linux Kernel Compilation
Java Gradle Build
Apache Spark:
  1000000 - 100 - Broadcast Inner Join Test Time
  1000000 - 100 - Inner Join Test Time
  1000000 - 100 - Repartition Test Time
  1000000 - 100 - Group By Test Time
  1000000 - 100 - Calculate Pi Benchmark Using Dataframe
  1000000 - 100 - Calculate Pi Benchmark
  1000000 - 100 - SHA-512 Benchmark Time
BRL-CAD
Facebook RocksDB
Apache CouchDB
ClickHouse:
  100M Rows Web Analytics Dataset, Third Run
  100M Rows Web Analytics Dataset, Second Run
  100M Rows Web Analytics Dataset, First Run / Cold Cache
Apache CouchDB
Apache HBase:
  1000000 - Async Rand Write - 16:
    Microseconds - Average Latency
    Rows Per Second
Timed Gem5 Compilation
Apache CouchDB
PostgreSQL:
  100 - 100 - Read Only - Average Latency
  100 - 100 - Read Only
WebP2 Image Encode
Stress-NG:
  Futex
  CPU Cache
Renaissance
PostgreSQL:
  100 - 50 - Read Only - Average Latency
  100 - 50 - Read Only
Apache HBase:
  1000000 - Increment - 16:
    Microseconds - Average Latency
    Rows Per Second
Stress-NG
Apache Spark:
  1000000 - 500 - Broadcast Inner Join Test Time
  1000000 - 500 - Repartition Test Time
  1000000 - 500 - Calculate Pi Benchmark Using Dataframe
  1000000 - 500 - Calculate Pi Benchmark
KeyDB
Renaissance:
  Scala Dotty
  ALS Movie Lens
nginx
Stress-NG
nginx:
  500
  200
  100
Stress-NG
Neural Magic DeepSparse:
  NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Stream:
    ms/batch
    items/sec
Stress-NG
WebP2 Image Encode
libavif avifenc
Dragonflydb:
  200 - 1:5
  200 - 5:1
  200 - 1:1
  50 - 5:1
  50 - 1:5
  50 - 1:1
Stargate Digital Audio Workstation
MariaDB
OpenVINO:
  Person Detection FP16 - CPU:
    ms
    FPS
  Person Detection FP32 - CPU:
    ms
    FPS
  Face Detection FP16 - CPU:
    ms
    FPS
InfluxDB
AOM AV1
Renaissance:
  Apache Spark PageRank
  Genetic Algorithm Using Jenetics + Futures
OpenVINO:
  Machine Translation EN To DE FP16 - CPU:
    ms
    FPS
  Face Detection FP16-INT8 - CPU:
    ms
    FPS
Facebook RocksDB
OpenVINO:
  Person Vehicle Bike Detection FP16 - CPU:
    ms
    FPS
  Weld Porosity Detection FP16 - CPU:
    ms
    FPS
  Vehicle Detection FP16 - CPU:
    ms
    FPS
  Vehicle Detection FP16-INT8 - CPU:
    ms
    FPS
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    ms
    FPS
  Weld Porosity Detection FP16-INT8 - CPU:
    ms
    FPS
  Age Gender Recognition Retail 0013 FP16 - CPU:
    ms
    FPS
Facebook RocksDB:
  Rand Fill
  Update Rand
  Read Rand Write Rand
  Rand Read
Stargate Digital Audio Workstation
Apache HBase:
  1000000 - Rand Read - 16:
    Microseconds - Average Latency
    Rows Per Second
Renaissance
Apache CouchDB
Renaissance
SVT-AV1
AOM AV1
Neural Magic DeepSparse:
  NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream:
    ms/batch
    items/sec
InfluxDB
Apache HBase:
  1000000 - Rand Read - 1:
    Microseconds - Average Latency
    Rows Per Second
Neural Magic DeepSparse:
  CV Detection,YOLOv5s COCO - Asynchronous Multi-Stream:
    ms/batch
    items/sec
Cryptsetup:
  Twofish-XTS 512b Decryption
  Twofish-XTS 512b Encryption
  Serpent-XTS 512b Decryption
  Serpent-XTS 512b Encryption
  AES-XTS 512b Decryption
  AES-XTS 512b Encryption
  Twofish-XTS 256b Decryption
  Twofish-XTS 256b Encryption
  Serpent-XTS 256b Decryption
  Serpent-XTS 256b Encryption
  AES-XTS 256b Decryption
  AES-XTS 256b Encryption
  PBKDF2-whirlpool
  PBKDF2-sha512
Neural Magic DeepSparse:
  CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream:
    ms/batch
    items/sec
AOM AV1
ASTC Encoder
Timed Linux Kernel Compilation
Stress-NG
Renaissance
libavif avifenc
RawTherapee
SQLite Speedtest
Stress-NG
Aircrack-ng
Stress-NG:
  System V Message Passing
  Semaphores
  Glibc C String Functions
  NUMA
  Malloc
  Crypto
  Memory Copying
  Forking
  Vector Math
  Matrix Math
  MMAP
  CPU Stress
  IO_uring
  Glibc Qsort Data Sorting
srsRAN:
  4G PHY_DL_Test 100 PRB MIMO 256-QAM:
    UE Mb/s
    eNb Mb/s
DaCapo Benchmark
WebP Image Encode
Renaissance
srsRAN:
  4G PHY_DL_Test 100 PRB MIMO 64-QAM:
    UE Mb/s
    eNb Mb/s
Renaissance
srsRAN
Facebook RocksDB
DaCapo Benchmark
Renaissance
ASTC Encoder
SVT-AV1
AOM AV1
srsRAN:
  4G PHY_DL_Test 100 PRB SISO 64-QAM:
    UE Mb/s
    eNb Mb/s
  5G PHY_DL_NR Test 52 PRB SISO 64-QAM:
    UE Mb/s
    eNb Mb/s
ASTC Encoder
srsRAN:
  4G PHY_DL_Test 100 PRB SISO 256-QAM:
    UE Mb/s
    eNb Mb/s
WebP Image Encode
AOM AV1
libavif avifenc
WebP2 Image Encode
AOM AV1:
  Speed 9 Realtime - Bosphorus 4K
  Speed 10 Realtime - Bosphorus 4K
DaCapo Benchmark
ASTC Encoder
DaCapo Benchmark
libavif avifenc
OSBench:
  Create Files
  Memory Allocations
  Create Processes
  Launch Programs
  Create Threads
Bork File Encrypter
WebP Image Encode
SVT-AV1
libavif avifenc
SVT-AV1
WebP2 Image Encode
WebP Image Encode
ctx_clock
WebP Image Encode