Xeon Cascade Lake R Intel FSGSBASE

Intel FSGSBASE benchmarking by Michael Larabel for a future article.

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nofsgsbase
June 22 2020
  23 Hours, 32 Minutes
FSGSBASE Enabled
June 20 2020
  1 Day, 2 Hours, 10 Minutes
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Xeon Cascade Lake R Intel FSGSBASEOpenBenchmarking.orgPhoronix Test Suite2 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads)TYAN S7106 (V2.01.B40 BIOS)Intel Sky Lake-E DMI3 Registers94GB500GB Samsung SSD 860ASPEEDVE2282 x Intel I210 + 2 x QLogic cLOM8214 1/10GbEUbuntu 20.045.8.0-rc1-phx-fsgsbase (x86_64) 20200620GNOME Shell 3.36.1X Server 1.20.8modesetting 1.20.8GCC 9.3.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionXeon Cascade Lake R Intel FSGSBASE BenchmarksSystem Logs- CXXFLAGS="-O3 -march=native" CFLAGS="-O3 -march=native"- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - MQ-DEADLINE / errors=remount-ro,relatime,rw- nofsgsbase: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x5002f01- FSGSBASE Enabled: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - nofsgsbase: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-3ubuntu1)- FSGSBASE Enabled: OpenJDK Runtime Environment (build 11.0.7-ea+9-post-Ubuntu-1ubuntu1) - Python 3.8.2- itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled

nofsgsbase vs. FSGSBASE Enabled ComparisonPhoronix Test SuiteBaseline+19.9%+19.9%+39.8%+39.8%+59.7%+59.7%79.5%77.7%52.9%40.1%38.5%19.9%18.5%15%15%11.8%11.5%11.3%11.2%9.5%8.5%6.9%5.8%5.6%4.9%4.9%4.7%4.4%4.4%3.5%3.2%3.2%3.1%3%2.6%2.4%2.4%2.1%2.1%2.1%Buffer Test - Heavy Contention - Read WriteBuffer Test - Normal Load - Read WriteLPOPRand Write - IO_uring - Yes - No - 4KBRand Write - IO_uring - Yes - No - 2MBContext SwitchingWrite512Rand Fill SyncSavina Reactors.IO200Seq Write - IO_uring - Yes - No - 2MBSeq Write - IO_uring - Yes - No - 2MBWritesRedisFayalite-FIST Data7.5%GETIncrement - 1Increment - 1Atomic256Rhodopsin ProteinT.T.F.S.SReactorNo - Inference - VGG19 - CPU3.6%Seq Read - 1128Seq Read - 1Seq Fill3.1%Apache Spark ALS64scikit_linearridgeregressionSpeed 6 Two-PassAsync Rand Read - 1Async Rand Read - 1Seq Fill2.1%No - Inference - IMDB LSTM - CPURand Fill2%72 - 100% Reads2%PostgreSQL pgbenchPostgreSQL pgbenchRedisFlexible IO TesterFlexible IO TesterStress-NGBlogBenchMariaDBFacebook RocksDBRenaissanceApache SiegeFlexible IO TesterFlexible IO TesterApache CassandraMemtier_benchmarkCP2K Molecular DynamicsRedisApache HBaseApache HBaseStress-NGMariaDBLAMMPS Molecular Dynamics SimulatorYafaRayJava Gradle BuildPlaidMLApache HBaseMariaDBApache HBaseLevelDBRenaissanceMariaDBMlpack BenchmarkAOM AV1KeyDBApache HBaseApache HBaseLevelDBPlaidMLLevelDBpmbenchnofsgsbaseFSGSBASE Enabled

Xeon Cascade Lake R Intel FSGSBASEpgbench: Buffer Test - Heavy Contention - Read Writepgbench: Buffer Test - Normal Load - Read Writeredis: LPOPfio: Rand Write - IO_uring - Yes - No - 4KB - Default Test Directoryfio: Rand Write - IO_uring - Yes - No - 2MB - Default Test Directorystress-ng: Context Switchingmysqlslap: 512cp2k: Fayalite-FIST Dataredis: GEThbase: Increment - 1hbase: Increment - 1stress-ng: Atomicmysqlslap: 256java-gradle-perf: Reactorplaidml: No - Inference - VGG19 - CPUmysqlslap: 128leveldb: Seq Fillmysqlslap: 64aom-av1: Speed 6 Two-Passkeydb: leveldb: Seq Fillplaidml: No - Inference - IMDB LSTM - CPUleveldb: Rand Fillplaidml: No - Inference - NASNer Large - CPUleveldb: Rand Deletesvt-av1: Enc Mode 4 - 1080pbuild-gdb: Time To Compileleveldb: Rand Fillnumenta-nab: Earthgecko Skylinepmbench: 72 - 100% Writesbuild-apache: Time To Compiledav1d: Summer Nature 4Kleveldb: Rand Readplaidml: No - Inference - DenseNet 201 - CPUleveldb: Overwritevpxenc: Speed 5dav1d: Summer Nature 1080pplaidml: No - Inference - Inception V3 - CPUrocksdb: Seq Fillmlpack: scikit_svmleveldb: Overwritenumenta-nab: EXPoSEhimeno: Poisson Pressure Solverctx-clock: Context Switch Timeredis: SADDstress-ng: SENDFILErocksdb: Read While Writingaom-av1: Speed 6 Realtimestress-ng: CPU Stresssvt-av1: Enc Mode 8 - 1080pleveldb: Hot Readplaidml: No - Inference - VGG16 - CPUnumenta-nab: Relative Entropyplaidml: No - Inference - ResNet 50 - CPUbuild-linux-kernel: Time To Compilemlpack: scikit_icaleveldb: Fill Syncbuild-llvm: Time To Compilerocksdb: Rand Readaom-av1: Speed 4 Two-Passredis: SEThbase: Rand Read - 1aom-av1: Speed 8 Realtimenumenta-nab: Bayesian Changepointebizzy: dav1d: Chimera 1080phbase: Rand Read - 1leveldb: Seek Randvpxenc: Speed 0dav1d: Chimera 1080p 10-bitonednn: IP Batch 1D - bf16bf16bf16 - CPUgromacs: Water Benchmarkrocksdb: Rand Fillplaidml: No - Inference - Mobilenet - CPUonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUpgbench: Buffer Test - Normal Load - Read Onlyonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUapache-siege: 10mlpack: scikit_qdapgbench: Buffer Test - Heavy Contention - Read Onlyhmmer: Pfam Database Searchnamd: ATPase Simulation - 327,506 Atomsqmcpack: onednn: IP Batch All - bf16bf16bf16 - CPUapache-siege: 50onednn: Deconvolution Batch deconv_1d - bf16bf16bf16 - CPUonednn: Deconvolution Batch deconv_3d - bf16bf16bf16 - CPUleveldb: Fill Syncsvt-av1: Enc Mode 0 - 1080paom-av1: Speed 0 Two-Passpmbench: 1 - 80% Reads 20% Writespostmark: Disk Transaction Performancemlpack: scikit_linearridgeregressionapache-siege: 200hbase: Async Rand Read - 1hbase: Async Rand Read - 1hbase: Seq Read - 1hbase: Seq Read - 1rocksdb: Rand Fill Synccassandra: Writesmemtier-benchmark: Redisyafaray: Total Time For Sample Scenenode-express-loadtest: renaissance: Savina Reactors.IOrenaissance: Apache Spark ALSlammps: Rhodopsin Proteinmafft: Multiple Sequence Alignmentpmbench: 72 - 100% Readsblogbench: Writefio: Seq Write - IO_uring - Yes - No - 2MB - Default Test Directoryfio: Seq Write - IO_uring - Yes - No - 2MB - Default Test DirectorynofsgsbaseFSGSBASE Enabled2634.2663192762.9022551707562.79634001357847877.591401886.2572340376.2308323185800.80143288.79321.391549.91992.91418712.10809.441850.6510.00.58761.4345.683135.384798.60189.6090.081225.474180.7793.0101.9810.023.24335.165.4518964328.46792.4391500.8473966.3559791252071005.92444432.10539641110.7811983.6649.21191.64625.1514.9134.4837.18175.124460.308285.3001414481981.941908415.4621423.8432.6011082650328.034625113.2036.1287.475.679103.51418645110.601.45193594395.9066916.3873522746.8846.09619694.85563712.7270.610772688.551.113433180.667.390639.461631.80.120.270.075657252.0143531.701935137195509056811342852635763.82113.629934224407.0832985.59617.1412.6650.0451204551703464727.7137444908.5017042611119.75888001879410762.671612027.6932500801.50291341390016.18150276.58020.641599.62052.98428585.01826.268868.099.80.57774.3575.770137.398809.69590.7750.080225.764182.7893.9991.969.923.01338.365.5018795028.71799.3561513.7793932.7626151242087688.75447930.47535627210.8611896.4248.87492.27724.9814.8134.4537.43174.664485.350283.7371422056481.951918164.8321323.7432.7381087183329.394643113.5816.1487.205.695623.50618609310.621.44923593329.4276836.3972822712.0546.03618994.74271512.7190.611042687.651.096433173.457.391549.461581.80.1200.270.075657251.9648540.411895245189527065321470232859981.40108.818939521837.0032896.19117.9502.6600.046024247189385OpenBenchmarking.org

PostgreSQL pgbench

This is a simple benchmark of PostgreSQL using pgbench. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Heavy Contention - Mode: Read WriteFSGSBASE Enablednofsgsbase10002000300040005000SE +/- 59.91, N = 3SE +/- 25.55, N = 94727.712634.271. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read WriteFSGSBASE Enablednofsgsbase11002200330044005500SE +/- 59.24, N = 6SE +/- 34.32, N = 34908.502762.901. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

Redis

Redis is an open-source data structure server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 5.0.5Test: LPOPFSGSBASE Enablednofsgsbase600K1200K1800K2400K3000KSE +/- 14141.11, N = 3SE +/- 9534.81, N = 32611119.751707562.791. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3 -march=native

Flexible IO Tester

Fio is an advanced disk benchmark that depends upon the kernel's AIO access library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.18Type: Random Write - Engine: IO_uring - Buffered: Yes - Direct: No - Block Size: 4KB - Disk Target: Default Test DirectoryFSGSBASE Enablednofsgsbase20K40K60K80K100KSE +/- 251.66, N = 3SE +/- 100.00, N = 388800634001. (CC) gcc options: -rdynamic -std=gnu99 -ffast-math -include -O3 -fcommon -U_FORTIFY_SOURCE -march=native -ll -lcurl -lssl -lcrypto -lnuma -libverbs -lrt -laio -lz -lpthread -lm -ldl

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.18Type: Random Write - Engine: IO_uring - Buffered: Yes - Direct: No - Block Size: 2MB - Disk Target: Default Test DirectoryFSGSBASE Enablednofsgsbase4080120160200SE +/- 0.33, N = 3SE +/- 0.88, N = 31871351. (CC) gcc options: -rdynamic -std=gnu99 -ffast-math -include -O3 -fcommon -U_FORTIFY_SOURCE -march=native -ll -lcurl -lssl -lcrypto -lnuma -libverbs -lrt -laio -lz -lpthread -lm -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 0.11.07Test: Context SwitchingFSGSBASE Enablednofsgsbase2M4M6M8M10MSE +/- 154150.18, N = 3SE +/- 27584.57, N = 39410762.677847877.591. (CC) gcc options: -O3 -march=native -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

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 10.5.2Clients: 512FSGSBASE Enablednofsgsbase4080120160200SE +/- 2.84, N = 9SE +/- 0.52, N = 31611401. (CXX) g++ options: -O3 -march=native -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -laio -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -ldl

CP2K Molecular Dynamics

CP2K is an open-source molecular dynamics software package focused on quantum chemistry and solid-state physics. This test profile currently makes use of the OpenMP implementation and using the Fayalite-FIST molecular dynamics run and measures the total time to complete. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 6.1Fayalite-FIST DatanofsgsbaseFSGSBASE Enabled4008001200160020001886.262027.69

Redis

Redis is an open-source data structure server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 5.0.5Test: GETFSGSBASE Enablednofsgsbase500K1000K1500K2000K2500KSE +/- 31845.75, N = 3SE +/- 18114.33, N = 32500801.502340376.201. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3 -march=native

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 2.2.3Test: Increment - Clients: 1FSGSBASE Enablednofsgsbase70140210280350SE +/- 2.52, N = 11SE +/- 2.70, N = 15291308

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Increment - Clients: 1FSGSBASE Enablednofsgsbase7001400210028003500SE +/- 30.10, N = 11SE +/- 28.49, N = 1534133231

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 0.11.07Test: AtomicFSGSBASE Enablednofsgsbase20K40K60K80K100KSE +/- 1267.27, N = 3SE +/- 1320.48, N = 390016.1885800.801. (CC) gcc options: -O3 -march=native -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

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 10.5.2Clients: 256FSGSBASE Enablednofsgsbase306090120150SE +/- 0.58, N = 3SE +/- 0.32, N = 31501431. (CXX) g++ options: -O3 -march=native -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -laio -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -ldl

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: ReactorFSGSBASE Enablednofsgsbase60120180240300SE +/- 3.18, N = 3SE +/- 2.12, N = 3276.58288.79

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUnofsgsbaseFSGSBASE Enabled510152025SE +/- 0.12, N = 3SE +/- 0.18, N = 321.3920.64

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 10.5.2Clients: 128FSGSBASE Enablednofsgsbase4080120160200SE +/- 0.48, N = 3SE +/- 0.65, N = 31591541. (CXX) g++ options: -O3 -march=native -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -laio -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -ldl

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Sequential FillnofsgsbaseFSGSBASE Enabled3691215SE +/- 0.03, N = 3SE +/- 0.03, N = 39.99.61. (CXX) g++ options: -O3 -march=native -lsnappy -lpthread

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 10.5.2Clients: 64FSGSBASE Enablednofsgsbase4080120160200SE +/- 2.42, N = 6SE +/- 2.50, N = 52051991. (CXX) g++ options: -O3 -march=native -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -laio -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -ldl

AOM AV1

This is a simple test of the AOMedia AV1 encoder run on the CPU with a sample video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Two-PassFSGSBASE Enablednofsgsbase0.67051.3412.01152.6823.3525SE +/- 0.00, N = 3SE +/- 0.02, N = 32.982.911. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

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 5.3.1FSGSBASE Enablednofsgsbase90K180K270K360K450KSE +/- 4575.82, N = 3SE +/- 5862.96, N = 3428585.01418712.101. (CXX) g++ options: -O2 -levent -lpthread -lz -lpcre

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Sequential FillnofsgsbaseFSGSBASE Enabled2004006008001000SE +/- 3.18, N = 3SE +/- 3.79, N = 3809.44826.271. (CXX) g++ options: -O3 -march=native -lsnappy -lpthread

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPUFSGSBASE Enablednofsgsbase2004006008001000SE +/- 11.90, N = 4SE +/- 3.24, N = 3868.09850.65

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Random FillnofsgsbaseFSGSBASE Enabled3691215SE +/- 0.10, N = 3SE +/- 0.03, N = 310.09.81. (CXX) g++ options: -O3 -march=native -lsnappy -lpthread

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: CPUnofsgsbaseFSGSBASE Enabled0.13050.2610.39150.5220.6525SE +/- 0.00, N = 3SE +/- 0.00, N = 30.580.57

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random DeletenofsgsbaseFSGSBASE Enabled170340510680850SE +/- 2.15, N = 3SE +/- 1.02, N = 3761.43774.361. (CXX) g++ options: -O3 -march=native -lsnappy -lpthread

SVT-AV1

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-AV1 CPU-based multi-threaded video encoder for the AV1 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pFSGSBASE Enablednofsgsbase1.29832.59663.89495.19326.4915SE +/- 0.067, N = 3SE +/- 0.082, N = 35.7705.6831. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

Timed GDB GNU Debugger Compilation

This test times how long it takes to build the GNU Debugger (GDB) in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompilenofsgsbaseFSGSBASE Enabled306090120150SE +/- 0.05, N = 3SE +/- 0.07, N = 3135.38137.40

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random FillnofsgsbaseFSGSBASE Enabled2004006008001000SE +/- 8.40, N = 3SE +/- 3.59, N = 3798.60809.701. (CXX) g++ options: -O3 -march=native -lsnappy -lpthread

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylinenofsgsbaseFSGSBASE Enabled20406080100SE +/- 0.29, N = 3SE +/- 0.50, N = 389.6190.78

pmbench

Pmbench is a Linux paging and virtual memory benchmark. This test profile will report the average page latency of the system. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgus - Average Page Latency, Fewer Is BetterpmbenchConcurrent Worker Threads: 72 - Read-Write Ratio: 100% WritesFSGSBASE Enablednofsgsbase0.01830.03660.05490.07320.0915SE +/- 0.0010, N = 5SE +/- 0.0009, N = 30.08020.08121. (CC) gcc options: -lm -luuid -lxml2 -m64 -pthread

Timed Apache Compilation

This test times how long it takes to build the Apache HTTPD web server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompilenofsgsbaseFSGSBASE Enabled612182430SE +/- 0.03, N = 3SE +/- 0.03, N = 325.4725.76

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Summer Nature 4KFSGSBASE Enablednofsgsbase4080120160200SE +/- 2.74, N = 3SE +/- 0.93, N = 3182.78180.77MIN: 88.23 / MAX: 199.52MIN: 91.75 / MAX: 195.311. (CC) gcc options: -O3 -march=native -pthread

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random ReadnofsgsbaseFSGSBASE Enabled20406080100SE +/- 0.66, N = 3SE +/- 0.05, N = 393.0194.001. (CXX) g++ options: -O3 -march=native -lsnappy -lpthread

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPUnofsgsbaseFSGSBASE Enabled0.44550.8911.33651.7822.2275SE +/- 0.01, N = 3SE +/- 0.01, N = 31.981.96

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: OverwritenofsgsbaseFSGSBASE Enabled3691215SE +/- 0.03, N = 3SE +/- 0.03, N = 310.09.91. (CXX) g++ options: -O3 -march=native -lsnappy -lpthread

VP9 libvpx Encoding

This is a standard video encoding performance test of Google's libvpx library and the vpxenc command for the VP9/WebM format using a sample 1080p video. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.8.2Speed: Speed 5nofsgsbaseFSGSBASE Enabled612182430SE +/- 0.08, N = 3SE +/- 0.09, N = 323.2423.011. (CXX) g++ options: -m64 -lm -lpthread -O3 -march=native -fPIC -U_FORTIFY_SOURCE -std=c++11

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Summer Nature 1080pFSGSBASE Enablednofsgsbase70140210280350SE +/- 1.19, N = 3SE +/- 1.40, N = 3338.36335.16MIN: 185.24 / MAX: 374.84MIN: 172.66 / MAX: 372.41. (CC) gcc options: -O3 -march=native -pthread

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: CPUFSGSBASE Enablednofsgsbase1.23752.4753.71254.956.1875SE +/- 0.03, N = 3SE +/- 0.02, N = 35.505.45

Facebook RocksDB

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

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Sequential FillnofsgsbaseFSGSBASE Enabled40K80K120K160K200KSE +/- 107.10, N = 3SE +/- 190.16, N = 31896431879501. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

Mlpack Benchmark

Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmnofsgsbaseFSGSBASE Enabled714212835SE +/- 0.02, N = 3SE +/- 0.14, N = 328.4628.71

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: OverwritenofsgsbaseFSGSBASE Enabled2004006008001000SE +/- 2.31, N = 3SE +/- 1.81, N = 3792.44799.361. (CXX) g++ options: -O3 -march=native -lsnappy -lpthread

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: EXPoSEnofsgsbaseFSGSBASE Enabled30060090012001500SE +/- 5.29, N = 3SE +/- 15.42, N = 31500.851513.78

Himeno Benchmark

The Himeno benchmark is a linear solver of pressure Poisson using a point-Jacobi method. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolvernofsgsbaseFSGSBASE Enabled9001800270036004500SE +/- 0.38, N = 3SE +/- 0.87, N = 33966.363932.761. (CC) gcc options: -O3 -march=native -mavx2

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 TimeFSGSBASE Enablednofsgsbase306090120150SE +/- 0.67, N = 31241251. (CC) gcc options: -O3 -march=native

Redis

Redis is an open-source data structure server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 5.0.5Test: SADDFSGSBASE Enablednofsgsbase400K800K1200K1600K2000KSE +/- 2516.35, N = 3SE +/- 30688.88, N = 152087688.752071005.921. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3 -march=native

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 0.11.07Test: SENDFILEFSGSBASE Enablednofsgsbase100K200K300K400K500KSE +/- 1247.48, N = 3SE +/- 104.27, N = 3447930.47444432.101. (CC) gcc options: -O3 -march=native -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

Facebook RocksDB

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

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Read While WritingnofsgsbaseFSGSBASE Enabled1.2M2.4M3.6M4.8M6MSE +/- 54477.77, N = 3SE +/- 27153.16, N = 3539641153562721. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

AOM AV1

This is a simple test of the AOMedia AV1 encoder run on the CPU with a sample video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 RealtimeFSGSBASE Enablednofsgsbase3691215SE +/- 0.08, N = 3SE +/- 0.09, N = 310.8610.781. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

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 0.11.07Test: CPU StressnofsgsbaseFSGSBASE Enabled3K6K9K12K15KSE +/- 52.61, N = 3SE +/- 19.86, N = 311983.6611896.421. (CC) gcc options: -O3 -march=native -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

SVT-AV1

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-AV1 CPU-based multi-threaded video encoder for the AV1 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pnofsgsbaseFSGSBASE Enabled1122334455SE +/- 0.04, N = 3SE +/- 0.53, N = 349.2148.871. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Hot ReadnofsgsbaseFSGSBASE Enabled20406080100SE +/- 1.38, N = 3SE +/- 1.10, N = 391.6592.281. (CXX) g++ options: -O3 -march=native -lsnappy -lpthread

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUnofsgsbaseFSGSBASE Enabled612182430SE +/- 0.07, N = 3SE +/- 0.24, N = 325.1524.98

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyFSGSBASE Enablednofsgsbase48121620SE +/- 0.05, N = 3SE +/- 0.16, N = 314.8114.91

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUnofsgsbaseFSGSBASE Enabled1.0082.0163.0244.0325.04SE +/- 0.03, N = 3SE +/- 0.03, N = 34.484.45

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompilenofsgsbaseFSGSBASE Enabled918273645SE +/- 0.39, N = 8SE +/- 0.38, N = 837.1837.43

Mlpack Benchmark

Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaFSGSBASE Enablednofsgsbase20406080100SE +/- 0.14, N = 3SE +/- 0.44, N = 374.6675.12

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Fill SyncnofsgsbaseFSGSBASE Enabled10002000300040005000SE +/- 8.46, N = 3SE +/- 8.32, N = 34460.314485.351. (CXX) g++ options: -O3 -march=native -lsnappy -lpthread

Timed LLVM Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileFSGSBASE Enablednofsgsbase60120180240300SE +/- 3.74, N = 4SE +/- 1.49, N = 3283.74285.30

Facebook RocksDB

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

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random ReadFSGSBASE Enablednofsgsbase30M60M90M120M150MSE +/- 833744.91, N = 3SE +/- 497372.75, N = 31422056481414481981. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

AOM AV1

This is a simple test of the AOMedia AV1 encoder run on the CPU with a sample video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 4 Two-PassFSGSBASE Enablednofsgsbase0.43880.87761.31641.75522.194SE +/- 0.00, N = 3SE +/- 0.00, N = 31.951.941. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Redis

Redis is an open-source data structure server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 5.0.5Test: SETFSGSBASE Enablednofsgsbase400K800K1200K1600K2000KSE +/- 2456.08, N = 3SE +/- 4205.47, N = 31918164.831908415.461. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3 -march=native

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 2.2.3Test: Random Read - Clients: 1FSGSBASE Enablednofsgsbase50100150200250SE +/- 2.57, N = 15SE +/- 2.20, N = 15213214

AOM AV1

This is a simple test of the AOMedia AV1 encoder run on the CPU with a sample video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 RealtimenofsgsbaseFSGSBASE Enabled612182430SE +/- 0.31, N = 3SE +/- 0.17, N = 323.8423.741. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointnofsgsbaseFSGSBASE Enabled816243240SE +/- 0.26, N = 3SE +/- 0.35, N = 332.6032.74

ebizzy

This is a test of ebizzy, a program to generate workloads resembling web server workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRecords/s, More Is Betterebizzy 0.3FSGSBASE Enablednofsgsbase200K400K600K800K1000KSE +/- 10256.56, N = 15SE +/- 9309.86, N = 3108718310826501. (CC) gcc options: -pthread -lpthread -O3 -march=native

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Chimera 1080pFSGSBASE Enablednofsgsbase70140210280350SE +/- 3.13, N = 3SE +/- 4.08, N = 3329.39328.03MIN: 204.26 / MAX: 425.36MIN: 183.84 / MAX: 426.681. (CC) gcc options: -O3 -march=native -pthread

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.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Random Read - Clients: 1FSGSBASE Enablednofsgsbase10002000300040005000SE +/- 56.05, N = 15SE +/- 48.14, N = 1546434625

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Seek RandomnofsgsbaseFSGSBASE Enabled306090120150SE +/- 0.75, N = 3SE +/- 0.13, N = 3113.20113.581. (CXX) g++ options: -O3 -march=native -lsnappy -lpthread

VP9 libvpx Encoding

This is a standard video encoding performance test of Google's libvpx library and the vpxenc command for the VP9/WebM format using a sample 1080p video. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.8.2Speed: Speed 0FSGSBASE Enablednofsgsbase246810SE +/- 0.01, N = 3SE +/- 0.02, N = 36.146.121. (CXX) g++ options: -m64 -lm -lpthread -O3 -march=native -fPIC -U_FORTIFY_SOURCE -std=c++11

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Chimera 1080p 10-bitnofsgsbaseFSGSBASE Enabled20406080100SE +/- 0.10, N = 3SE +/- 0.13, N = 387.4787.20MIN: 66.73 / MAX: 137.93MIN: 66.61 / MAX: 133.731. (CC) gcc options: -O3 -march=native -pthread

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: bf16bf16bf16 - Engine: CPUnofsgsbaseFSGSBASE Enabled1.28152.5633.84455.1266.4075SE +/- 0.00720, N = 3SE +/- 0.00089, N = 35.679105.69562MIN: 5.5MIN: 5.521. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing on the CPU with the water_GMX50 data. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.1Water BenchmarknofsgsbaseFSGSBASE Enabled0.79071.58142.37213.16283.9535SE +/- 0.006, N = 3SE +/- 0.001, N = 33.5143.5061. (CXX) g++ options: -O3 -march=native -pthread -lrt -lpthread -lm

Facebook RocksDB

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

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random FillnofsgsbaseFSGSBASE Enabled40K80K120K160K200KSE +/- 226.90, N = 3SE +/- 172.09, N = 31864511860931. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: CPUFSGSBASE Enablednofsgsbase3691215SE +/- 0.12, N = 3SE +/- 0.09, N = 310.6210.60

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUFSGSBASE Enablednofsgsbase0.32670.65340.98011.30681.6335SE +/- 0.00269, N = 3SE +/- 0.00164, N = 31.449231.45193MIN: 1.4MIN: 1.411. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

PostgreSQL pgbench

This is a simple benchmark of PostgreSQL using pgbench. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read OnlynofsgsbaseFSGSBASE Enabled130K260K390K520K650KSE +/- 3396.56, N = 3SE +/- 2139.37, N = 3594395.91593329.431. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUnofsgsbaseFSGSBASE Enabled246810SE +/- 0.01144, N = 3SE +/- 0.00089, N = 36.387356.39728MIN: 6.3MIN: 6.31. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Apache Siege

This is a test of the Apache web server performance being facilitated by the Siege web serverb enchmark program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTransactions Per Second, More Is BetterApache Siege 2.4.29Concurrent Users: 10nofsgsbaseFSGSBASE Enabled5K10K15K20K25KSE +/- 164.71, N = 3SE +/- 150.23, N = 322746.8822712.051. (CC) gcc options: -O3 -march=native -lpthread -ldl -lssl -lcrypto

Mlpack Benchmark

Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaFSGSBASE Enablednofsgsbase1020304050SE +/- 0.77, N = 12SE +/- 0.45, N = 1146.0346.09

PostgreSQL pgbench

This is a simple benchmark of PostgreSQL using pgbench. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Heavy Contention - Mode: Read OnlynofsgsbaseFSGSBASE Enabled130K260K390K520K650KSE +/- 680.20, N = 3SE +/- 1415.39, N = 3619694.86618994.741. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

Timed HMMer Search

This test searches through the Pfam database of profile hidden markov models. The search finds the domain structure of Drosophila Sevenless protein. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 2.3.2Pfam Database SearchFSGSBASE Enablednofsgsbase3691215SE +/- 0.17, N = 3SE +/- 0.10, N = 312.7212.731. (CC) gcc options: -O3 -march=native -pthread -lhmmer -lsquid -lm

NAMD

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

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 AtomsnofsgsbaseFSGSBASE Enabled0.13750.2750.41250.550.6875SE +/- 0.00071, N = 3SE +/- 0.00455, N = 140.610770.61104

QMCPACK

QMCPACK is a modern high-performance open-source Quantum Monte Carlo (QMC) simulation code making use of MPI for this benchmark of the H20 example code. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Execution Time - Seconds, Fewer Is BetterQMCPACK 3.8FSGSBASE Enablednofsgsbase60012001800240030002687.62688.51. (CXX) g++ options: -O3 -march=native -fopenmp -fomit-frame-pointer -finline-limit=1000 -fstrict-aliasing -funroll-all-loops -ffast-math -lm

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: bf16bf16bf16 - Engine: CPUFSGSBASE Enablednofsgsbase1224364860SE +/- 0.02, N = 3SE +/- 0.03, N = 351.1051.11MIN: 50.05MIN: 50.211. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Apache Siege

This is a test of the Apache web server performance being facilitated by the Siege web serverb enchmark program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTransactions Per Second, More Is BetterApache Siege 2.4.29Concurrent Users: 50nofsgsbaseFSGSBASE Enabled7K14K21K28K35KSE +/- 188.88, N = 3SE +/- 194.24, N = 333180.6633173.451. (CC) gcc options: -O3 -march=native -lpthread -ldl -lssl -lcrypto

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 - Engine: CPUnofsgsbaseFSGSBASE Enabled246810SE +/- 0.00338, N = 3SE +/- 0.01137, N = 37.390637.39154MIN: 7.23MIN: 7.231. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 - Engine: CPUFSGSBASE Enablednofsgsbase3691215SE +/- 0.00175, N = 3SE +/- 0.00883, N = 39.461589.46163MIN: 9.31MIN: 9.351. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Fill SyncFSGSBASE Enablednofsgsbase0.4050.811.2151.622.025SE +/- 0.00, N = 3SE +/- 0.00, N = 31.81.81. (CXX) g++ options: -O3 -march=native -lsnappy -lpthread

SVT-AV1

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-AV1 CPU-based multi-threaded video encoder for the AV1 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 0 - Input: 1080pFSGSBASE Enablednofsgsbase0.0270.0540.0810.1080.135SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1200.1201. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

AOM AV1

This is a simple test of the AOMedia AV1 encoder run on the CPU with a sample video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 0 Two-PassFSGSBASE Enablednofsgsbase0.06080.12160.18240.24320.304SE +/- 0.00, N = 3SE +/- 0.00, N = 30.270.271. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

pmbench

Pmbench is a Linux paging and virtual memory benchmark. This test profile will report the average page latency of the system. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgus - Average Page Latency, Fewer Is BetterpmbenchConcurrent Worker Threads: 1 - Read-Write Ratio: 80% Reads 20% WritesnofsgsbaseFSGSBASE Enabled0.0170.0340.0510.0680.085SE +/- 0.0002, N = 3SE +/- 0.0002, N = 30.07560.07561. (CC) gcc options: -lm -luuid -lxml2 -m64 -pthread

PostMark

This is a test of NetApp's PostMark benchmark designed to simulate small-file testing similar to the tasks endured by web and mail servers. This test profile will set PostMark to perform 25,000 transactions with 500 files simultaneously with the file sizes ranging between 5 and 512 kilobytes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostMark 1.51Disk Transaction PerformanceFSGSBASE Enablednofsgsbase12002400360048006000SE +/- 44.00, N = 3SE +/- 44.00, N = 3572557251. (CC) gcc options: -O3 -march=native

Mlpack Benchmark

Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionFSGSBASE Enablednofsgsbase0.45230.90461.35691.80922.2615SE +/- 0.02, N = 9SE +/- 0.03, N = 151.962.01

Apache Siege

This is a test of the Apache web server performance being facilitated by the Siege web serverb enchmark program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTransactions Per Second, More Is BetterApache Siege 2.4.29Concurrent Users: 200FSGSBASE Enablednofsgsbase10K20K30K40K50KSE +/- 1308.05, N = 12SE +/- 254.67, N = 348540.4143531.701. (CC) gcc options: -O3 -march=native -lpthread -ldl -lssl -lcrypto

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 2.2.3Test: Async Random Read - Clients: 1FSGSBASE Enablednofsgsbase4080120160200SE +/- 3.20, N = 15SE +/- 3.36, N = 12189193

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Async Random Read - Clients: 1FSGSBASE Enablednofsgsbase11002200330044005500SE +/- 81.85, N = 15SE +/- 78.77, N = 1252455137

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Sequential Read - Clients: 1FSGSBASE Enablednofsgsbase4080120160200SE +/- 3.62, N = 15SE +/- 1.75, N = 15189195

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Sequential Read - Clients: 1FSGSBASE Enablednofsgsbase11002200330044005500SE +/- 93.78, N = 15SE +/- 44.45, N = 1552705090

Facebook RocksDB

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

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random Fill SyncFSGSBASE Enablednofsgsbase14002800420056007000SE +/- 511.75, N = 15SE +/- 26.46, N = 3653256811. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

Apache Cassandra

This is a benchmark of the Apache Cassandra NoSQL database management system making use of cassandra-stress. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 3.11.4Test: WritesFSGSBASE Enablednofsgsbase30K60K90K120K150KSE +/- 2666.43, N = 15SE +/- 1934.98, N = 15147023134285

Memtier_benchmark

Memtier_benchmark is a NoSQL Redis/Memcache traffic generation plus benchmarking tool. This current test profile currently just stresses the Redis protocol and basic options exposed wotj a 1:1 Set/Get ratio, 30 pipeline, 100 clients per thread, and thread count equal to the number of CPU cores/threads present. Patches to extend the test are welcome as always. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterMemtier_benchmark 1.2.17Protocol: RedisFSGSBASE Enablednofsgsbase600K1200K1800K2400K3000KSE +/- 74458.90, N = 15SE +/- 13554.01, N = 32859981.402635763.821. (CXX) g++ options: -O2 -levent -lpthread -lz -lpcre

YafaRay

YafaRay is an open-source physically based montecarlo ray-tracing engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.4.1Total Time For Sample SceneFSGSBASE Enablednofsgsbase306090120150SE +/- 2.93, N = 15SE +/- 3.44, N = 15108.82113.631. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread

Node.js Express HTTP Load Test

A Node.js Express server with a Node-based loadtest client for facilitating HTTP benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterNode.js Express HTTP Load TestFSGSBASE Enablednofsgsbase2K4K6K8K10KSE +/- 152.70, N = 15SE +/- 181.89, N = 15939593421. Nodejs v10.19.0

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 0.10.0Test: Savina Reactors.IOFSGSBASE Enablednofsgsbase5K10K15K20K25KSE +/- 370.01, N = 20SE +/- 803.93, N = 1621837.0024407.08

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark ALSFSGSBASE Enablednofsgsbase6001200180024003000SE +/- 32.22, N = 25SE +/- 41.50, N = 252896.192985.60

LAMMPS Molecular Dynamics Simulator

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

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin ProteinFSGSBASE Enablednofsgsbase48121620SE +/- 0.30, N = 3SE +/- 0.31, N = 1517.9517.141. (CXX) g++ options: -O3 -march=native -rdynamic -ljpeg -lpng -lz -lfftw3 -lm

Timed MAFFT Alignment

This test performs an alignment of 100 pyruvate decarboxylase sequences. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.392Multiple Sequence AlignmentFSGSBASE Enablednofsgsbase0.59961.19921.79882.39842.998SE +/- 0.054, N = 15SE +/- 0.056, N = 152.6602.6651. (CC) gcc options: -std=c99 -O3 -lm -lpthread

pmbench

Pmbench is a Linux paging and virtual memory benchmark. This test profile will report the average page latency of the system. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgus - Average Page Latency, Fewer Is BetterpmbenchConcurrent Worker Threads: 72 - Read-Write Ratio: 100% ReadsnofsgsbaseFSGSBASE Enabled0.01040.02080.03120.04160.052SE +/- 0.0004, N = 15SE +/- 0.0012, N = 120.04510.04601. (CC) gcc options: -lm -luuid -lxml2 -m64 -pthread

BlogBench

BlogBench is designed to replicate the load of a real-world busy file server by stressing the file-system with multiple threads of random reads, writes, and rewrites. The behavior is mimicked of that of a blog by creating blogs with content and pictures, modifying blog posts, adding comments to these blogs, and then reading the content of the blogs. All of these blogs generated are created locally with fake content and pictures. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: WriteFSGSBASE Enablednofsgsbase5K10K15K20K25KSE +/- 920.31, N = 3SE +/- 1371.68, N = 324247204551. (CC) gcc options: -O3 -march=native -pthread

Flexible IO Tester

Fio is an advanced disk benchmark that depends upon the kernel's AIO access library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.18Type: Sequential Write - Engine: IO_uring - Buffered: Yes - Direct: No - Block Size: 2MB - Disk Target: Default Test DirectoryFSGSBASE Enablednofsgsbase4080120160200SE +/- 2.96, N = 3SE +/- 6.41, N = 151891701. (CC) gcc options: -rdynamic -std=gnu99 -ffast-math -include -O3 -fcommon -U_FORTIFY_SOURCE -march=native -ll -lcurl -lssl -lcrypto -lnuma -libverbs -lrt -laio -lz -lpthread -lm -ldl

OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 3.18Type: Sequential Write - Engine: IO_uring - Buffered: Yes - Direct: No - Block Size: 2MB - Disk Target: Default Test DirectoryFSGSBASE Enablednofsgsbase80160240320400SE +/- 6.17, N = 3SE +/- 12.84, N = 153853461. (CC) gcc options: -rdynamic -std=gnu99 -ffast-math -include -O3 -fcommon -U_FORTIFY_SOURCE -march=native -ll -lcurl -lssl -lcrypto -lnuma -libverbs -lrt -laio -lz -lpthread -lm -ldl

Geometric Mean Of All Test Results

OpenBenchmarking.orgGeometric Mean, More Is BetterGeometric Mean Of All Test ResultsResult Composite - Xeon Cascade Lake R Intel FSGSBASEFSGSBASE Enablednofsgsbase20406080100101.3897.90

Number Of First Place Finishes

nofsgsbase48 [43.2%]FSGSBASE Enabled63 [56.8%]Number Of First Place FinishesWins - 111 TestsOpenBenchmarking.org

Number Of Last Place Finishes

FSGSBASE Enabled43 [38.7%]nofsgsbase68 [61.3%]Number Of Last Place FinishesLosses - 111 TestsOpenBenchmarking.org

114 Results Shown

PostgreSQL pgbench:
  Buffer Test - Heavy Contention - Read Write
  Buffer Test - Normal Load - Read Write
Redis
Flexible IO Tester:
  Rand Write - IO_uring - Yes - No - 4KB - Default Test Directory
  Rand Write - IO_uring - Yes - No - 2MB - Default Test Directory
Stress-NG
MariaDB
CP2K Molecular Dynamics
Redis
Apache HBase:
  Increment - 1:
    Microseconds - Average Latency
    Rows Per Second
Stress-NG
MariaDB
Java Gradle Build
PlaidML
MariaDB
LevelDB
MariaDB
AOM AV1
KeyDB
LevelDB
PlaidML
LevelDB
PlaidML
LevelDB
SVT-AV1
Timed GDB GNU Debugger Compilation
LevelDB
Numenta Anomaly Benchmark
pmbench
Timed Apache Compilation
dav1d
LevelDB
PlaidML
LevelDB
VP9 libvpx Encoding
dav1d
PlaidML
Facebook RocksDB
Mlpack Benchmark
LevelDB
Numenta Anomaly Benchmark
Himeno Benchmark
ctx_clock
Redis
Stress-NG
Facebook RocksDB
AOM AV1
Stress-NG
SVT-AV1
LevelDB
PlaidML
Numenta Anomaly Benchmark
PlaidML
Timed Linux Kernel Compilation
Mlpack Benchmark
LevelDB
Timed LLVM Compilation
Facebook RocksDB
AOM AV1
Redis
Apache HBase
AOM AV1
Numenta Anomaly Benchmark
ebizzy
dav1d
Apache HBase
LevelDB
VP9 libvpx Encoding
dav1d
oneDNN
GROMACS
Facebook RocksDB
PlaidML
oneDNN
PostgreSQL pgbench
oneDNN
Apache Siege
Mlpack Benchmark
PostgreSQL pgbench
Timed HMMer Search
NAMD
QMCPACK
oneDNN
Apache Siege
oneDNN:
  Deconvolution Batch deconv_1d - bf16bf16bf16 - CPU
  Deconvolution Batch deconv_3d - bf16bf16bf16 - CPU
LevelDB
SVT-AV1
AOM AV1
pmbench
PostMark
Mlpack Benchmark
Apache Siege
Apache HBase:
  Async Rand Read - 1:
    Microseconds - Average Latency
    Rows Per Second
  Seq Read - 1:
    Microseconds - Average Latency
    Rows Per Second
Facebook RocksDB
Apache Cassandra
Memtier_benchmark
YafaRay
Node.js Express HTTP Load Test
Renaissance:
  Savina Reactors.IO
  Apache Spark ALS
LAMMPS Molecular Dynamics Simulator
Timed MAFFT Alignment
pmbench
BlogBench
Flexible IO Tester:
  Seq Write - IO_uring - Yes - No - 2MB - Default Test Directory:
    IOPS
    MB/s
Geometric Mean Of All Test Results:
  Result Composite - Xeon Cascade Lake R Intel FSGSBASE
  Wins - 111 Tests
  Losses - 111 Tests