Xeon Gold More Tests

2 x Intel Xeon Gold 6138 testing with a TYAN S7106 (V2.00.B20 BIOS) and llvmpipe 93GB on Ubuntu 20.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2003029-VE-XEONGOLDM87
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  Duration
2 x Intel Xeon Gold 6138
March 02 2020
  3 Hours, 13 Minutes
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2 x Intel Xeon Gold 6138

Processor: 2 x Intel Xeon Gold 6138 @ 3.70GHz (40 Cores / 80 Threads), Motherboard: TYAN S7106 (V2.00.B20 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 94GB, Disk: 500GB Samsung SSD 860, Graphics: llvmpipe 93GB, Monitor: VE228, Network: 2 x Intel I210 + 2 x QLogic cLOM8214 1/10GbE

OS: Ubuntu 20.04, Kernel: 5.4.0-9-generic (x86_64), Desktop: GNOME Shell 3.34.1, Display Server: X Server 1.20.5, Display Driver: modesetting 1.20.5, OpenGL: 3.3 Mesa 19.2.4 (LLVM 9.0 256 bits), Compiler: GCC 9.2.1 20200220, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --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
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x2000064
Java Notes: OpenJDK Runtime Environment (build 11.0.5+10-post-Ubuntu-2ubuntu1)
Python Notes: Python 2.7.17 + Python 3.7.6
Security Notes: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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 Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable

Xeon Gold More TestsOpenBenchmarking.orgPhoronix Test Suite2 x Intel Xeon Gold 6138 @ 3.70GHz (40 Cores / 80 Threads)TYAN S7106 (V2.00.B20 BIOS)Intel Sky Lake-E DMI3 Registers94GB500GB Samsung SSD 860llvmpipe 93GBVE2282 x Intel I210 + 2 x QLogic cLOM8214 1/10GbEUbuntu 20.045.4.0-9-generic (x86_64)GNOME Shell 3.34.1X Server 1.20.5modesetting 1.20.53.3 Mesa 19.2.4 (LLVM 9.0 256 bits)GCC 9.2.1 20200220ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionXeon Gold More Tests PerformanceSystem Logs- --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 - Scaling Governor: intel_pstate powersave - CPU Microcode: 0x2000064- OpenJDK Runtime Environment (build 11.0.5+10-post-Ubuntu-2ubuntu1)- Python 2.7.17 + Python 3.7.6- itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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 Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable

Xeon Gold More Testscryptopp: Keyed Algorithmscryptopp: Integer + Elliptic Curve Public Key Algorithmsrenaissance: Savina Reactors.IOrenaissance: Akka Unbalanced Cobwebbed Treemlpack: scikit_icaintel-mpi: IMB-MPI1 Exchangeintel-mpi: IMB-MPI1 Exchangemlpack: scikit_linearridgeregressionneat: renaissance: Rand Forestnumenta-nab: Earthgecko Skylineintel-mpi: IMB-MPI1 Sendrecvintel-mpi: IMB-MPI1 Sendrecvrenaissance: Apache Spark Bayeskeydb: cryptopp: Unkeyed Algorithmsrenaissance: Twitter Finaglegromacs: Water Benchmarkrenaissance: Apache Spark PageRanknamd: ATPase Simulation - 327,506 Atomslzbench: XZ 0 - Decompressionlzbench: XZ 0 - Compressionnumenta-nab: EXPoSEtoybrot: OpenMPrenaissance: In-Memory Database Shootouttoybrot: C++ Taskstoybrot: C++ Threadsipc-benchmark: FIFO Named Pipe - 128numenta-nab: Bayesian Changepointintel-mpi: IMB-P2P PingPonglzbench: Zstd 8 - Decompressionlzbench: Zstd 8 - Compressionlzbench: Brotli 0 - Decompressionlzbench: Brotli 0 - Compressionlzbench: Zstd 1 - Decompressionlzbench: Zstd 1 - Compressionlzbench: Brotli 2 - Decompressionlzbench: Brotli 2 - Compressionmlpack: scikit_svmlzbench: Libdeflate 1 - Decompressionlzbench: Libdeflate 1 - Compressionintel-mpi: IMB-MPI1 PingPonglzbench: Crush 0 - Decompressionlzbench: Crush 0 - Compressionbotan: AES-256renaissance: Apache Spark ALSbotan: Blowfishbotan: Twofishbotan: CAST-256botan: KASUMIsmhasher: MeowHashsmhasher: MeowHashrenaissance: Twitter HTTP Requestsnumenta-nab: Relative Entropyipc-benchmark: Unnamed Unix Domain Socket - 4096renaissance: Scala Dottysmhasher: Spooky32smhasher: Spooky32ipc-benchmark: TCP Socket - 4096smhasher: fasthash32smhasher: fasthash32smhasher: t1ha2_atoncesmhasher: t1ha2_atoncesmhasher: t1ha0_aes_avx2smhasher: t1ha0_aes_avx2renaissance: Genetic Algorithm Using Jenetics + Futuresipc-benchmark: Unnamed Pipe - 4096ipc-benchmark: FIFO Named Pipe - 4096smhasher: wyhashsmhasher: wyhashcompress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19ipc-benchmark: Unnamed Pipe - 128ipc-benchmark: Unnamed Unix Domain Socket - 128numenta-nab: Windowed Gaussianipc-benchmark: TCP Socket - 1282 x Intel Xeon Gold 6138547.6819674288.52691629748.53026472.369171.84472.553273.1236.9734.9786132.21395.273237.102308.344194.706369796.39269.47868734305.0183.45326610.6070.66183953644.3314370616449.4294239841400122116734.86221609719.555555108672516387112442259716718.3110061852636.69398913547.5217612.094399.704321.024126.39083.04939.02457493.577852.64616.0655673948392.75630.52521507.1564391523.73110578.0923.61324598.0323.68173093.316863.12376816379714617.88326694.5810.71314301859599967.8991572374OpenBenchmarking.org

Crypto++

Crypto++ is a C++ class library of cryptographic algorithms. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/second, More Is BetterCrypto++ 8.2Test: Keyed Algorithms2 x Intel Xeon Gold 6138120240360480600SE +/- 0.15, N = 3547.681. (CXX) g++ options: -g2 -O3 -fPIC -pthread -pipe

OpenBenchmarking.orgMiB/second, More Is BetterCrypto++ 8.2Test: Integer + Elliptic Curve Public Key Algorithms2 x Intel Xeon Gold 61389001800270036004500SE +/- 1.32, N = 34288.531. (CXX) g++ options: -g2 -O3 -fPIC -pthread -pipe

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.IO2 x Intel Xeon Gold 61386K12K18K24K30KSE +/- 586.62, N = 2529748.53

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Akka Unbalanced Cobwebbed Tree2 x Intel Xeon Gold 61386K12K18K24K30KSE +/- 293.37, N = 2526472.37

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_ica2 x Intel Xeon Gold 61384080120160200SE +/- 0.20, N = 3171.84

Intel MPI Benchmarks

Intel MPI Benchmarks for stressing MPI implementations. At this point the test profile aggregates results for some common MPI functionality. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgAverage usec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-MPI1 Exchange2 x Intel Xeon Gold 6138100200300400500SE +/- 2.91, N = 3472.55MIN: 1.84 / MAX: 6766.891. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgAverage Mbytes/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-MPI1 Exchange2 x Intel Xeon Gold 61387001400210028003500SE +/- 15.16, N = 33273.12MIN: 2.15 / MAX: 15674.11. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregression2 x Intel Xeon Gold 6138918273645SE +/- 0.03, N = 336.97

Nebular Empirical Analysis Tool

NEAT is the Nebular Empirical Analysis Tool for empirical analysis of ionised nebulae, with uncertainty propagation. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNebular Empirical Analysis Tool 2020-02-292 x Intel Xeon Gold 6138816243240SE +/- 0.32, N = 1034.981. (F9X) gfortran options: -cpp -ffree-line-length-0 -Jsource/ -fopenmp -O3 -fno-backtrace

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: Random Forest2 x Intel Xeon Gold 613813002600390052006500SE +/- 65.07, N = 256132.21

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 Skyline2 x Intel Xeon Gold 613820406080100SE +/- 0.52, N = 395.27

Intel MPI Benchmarks

Intel MPI Benchmarks for stressing MPI implementations. At this point the test profile aggregates results for some common MPI functionality. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgAverage usec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-MPI1 Sendrecv2 x Intel Xeon Gold 613850100150200250SE +/- 5.38, N = 3237.10MIN: 1.26 / MAX: 3794.321. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgAverage Mbytes/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-MPI1 Sendrecv2 x Intel Xeon Gold 61385001000150020002500SE +/- 27.25, N = 32308.34MIN: 1.57 / MAX: 9336.051. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

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: Apache Spark Bayes2 x Intel Xeon Gold 61389001800270036004500SE +/- 49.13, N = 254194.71

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 5.3.12 x Intel Xeon Gold 613880K160K240K320K400KSE +/- 3650.91, N = 3369796.391. (CXX) g++ options: -O2 -levent -lpthread -lz -lpcre

Crypto++

Crypto++ is a C++ class library of cryptographic algorithms. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/second, More Is BetterCrypto++ 8.2Test: Unkeyed Algorithms2 x Intel Xeon Gold 613860120180240300SE +/- 0.49, N = 3269.481. (CXX) g++ options: -g2 -O3 -fPIC -pthread -pipe

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: Twitter Finagle2 x Intel Xeon Gold 61387K14K21K28K35KSE +/- 302.32, N = 534305.02

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 2020Water Benchmark2 x Intel Xeon Gold 61380.77691.55382.33073.10763.8845SE +/- 0.012, N = 33.4531. (CXX) g++ options: -O3 -pthread -lrt -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 0.10.0Test: Apache Spark PageRank2 x Intel Xeon Gold 61386K12K18K24K30KSE +/- 308.60, N = 526610.61

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 Atoms2 x Intel Xeon Gold 61380.14890.29780.44670.59560.7445SE +/- 0.00161, N = 30.66183

lzbench

lzbench is an in-memory benchmark of various compressors. The file used for compression is a Linux kernel source tree tarball. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: XZ 0 - Process: Decompression2 x Intel Xeon Gold 613820406080100951. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: XZ 0 - Process: Compression2 x Intel Xeon Gold 6138816243240361. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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: EXPoSE2 x Intel Xeon Gold 61381020304050SE +/- 0.41, N = 344.33

toyBrot Fractal Generator

ToyBrot is a Mandelbrot fractal generator supporting C++ threads/tasks, OpenMP, Threaded Building Blocks, and other targets. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal GeneratorImplementation: OpenMP2 x Intel Xeon Gold 61389K18K27K36K45KSE +/- 448.46, N = 3437061. (CXX) g++ options: -lpthread

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: In-Memory Database Shootout2 x Intel Xeon Gold 61384K8K12K16K20KSE +/- 216.57, N = 516449.43

toyBrot Fractal Generator

ToyBrot is a Mandelbrot fractal generator supporting C++ threads/tasks, OpenMP, Threaded Building Blocks, and other targets. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal GeneratorImplementation: C++ Tasks2 x Intel Xeon Gold 61389K18K27K36K45KSE +/- 410.94, N = 3423981. (CXX) g++ options: -lpthread

OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal GeneratorImplementation: C++ Threads2 x Intel Xeon Gold 61389K18K27K36K45KSE +/- 191.89, N = 3414001. (CXX) g++ options: -lpthread

IPC_benchmark

IPC_benchmark is a Linux inter-process communication benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMessages Per Second, More Is BetterIPC_benchmarkType: FIFO Named Pipe - Message Bytes: 1282 x Intel Xeon Gold 6138300K600K900K1200K1500KSE +/- 12203.91, N = 151221167

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 Changepoint2 x Intel Xeon Gold 6138816243240SE +/- 0.52, N = 334.86

Intel MPI Benchmarks

Intel MPI Benchmarks for stressing MPI implementations. At this point the test profile aggregates results for some common MPI functionality. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPong2 x Intel Xeon Gold 61385M10M15M20M25MSE +/- 33113.03, N = 321609719.56MIN: 6843 / MAX: 566848421. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

lzbench

lzbench is an in-memory benchmark of various compressors. The file used for compression is a Linux kernel source tree tarball. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Decompression2 x Intel Xeon Gold 61382004006008001000SE +/- 1.20, N = 310861. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Compression2 x Intel Xeon Gold 61381632486480721. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 0 - Process: Decompression2 x Intel Xeon Gold 61381102203304405505161. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 0 - Process: Compression2 x Intel Xeon Gold 6138801602403204003871. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Decompression2 x Intel Xeon Gold 6138200400600800100011241. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Compression2 x Intel Xeon Gold 6138901802703604504221. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Decompression2 x Intel Xeon Gold 6138130260390520650SE +/- 0.33, N = 35971. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Compression2 x Intel Xeon Gold 613840801201602001671. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svm2 x Intel Xeon Gold 6138510152025SE +/- 0.07, N = 318.31

lzbench

lzbench is an in-memory benchmark of various compressors. The file used for compression is a Linux kernel source tree tarball. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Libdeflate 1 - Process: Decompression2 x Intel Xeon Gold 61382004006008001000SE +/- 0.33, N = 310061. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Libdeflate 1 - Process: Compression2 x Intel Xeon Gold 613840801201602001851. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Intel MPI Benchmarks

Intel MPI Benchmarks for stressing MPI implementations. At this point the test profile aggregates results for some common MPI functionality. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgAverage Mbytes/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-MPI1 PingPong2 x Intel Xeon Gold 61386001200180024003000SE +/- 29.24, N = 32636.69MIN: 2.02 / MAX: 8456.741. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

lzbench

lzbench is an in-memory benchmark of various compressors. The file used for compression is a Linux kernel source tree tarball. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Decompression2 x Intel Xeon Gold 6138901802703604503981. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Compression2 x Intel Xeon Gold 613820406080100911. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Botan

Botan is a cross-platform open-source C++ crypto library that supports most all publicly known cryptographic algorithms. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: AES-2562 x Intel Xeon Gold 61388001600240032004000SE +/- 0.73, N = 33547.521. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

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: Apache Spark ALS2 x Intel Xeon Gold 613816003200480064008000SE +/- 66.24, N = 57612.09

Botan

Botan is a cross-platform open-source C++ crypto library that supports most all publicly known cryptographic algorithms. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: Blowfish2 x Intel Xeon Gold 613890180270360450SE +/- 0.16, N = 3399.701. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: Twofish2 x Intel Xeon Gold 613870140210280350SE +/- 0.17, N = 3321.021. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: CAST-2562 x Intel Xeon Gold 6138306090120150SE +/- 0.11, N = 3126.391. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: KASUMI2 x Intel Xeon Gold 613820406080100SE +/- 0.02, N = 383.051. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

SMHasher

SMHasher is a hash function tester. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: MeowHash2 x Intel Xeon Gold 6138918273645SE +/- 0.01, N = 339.021. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: MeowHash2 x Intel Xeon Gold 613812K24K36K48K60KSE +/- 13.01, N = 357493.571. (CXX) g++ options: -march=native -O3 -lpthread

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: Twitter HTTP Requests2 x Intel Xeon Gold 61382K4K6K8K10KSE +/- 22.10, N = 57852.65

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 Entropy2 x Intel Xeon Gold 613848121620SE +/- 0.12, N = 316.07

IPC_benchmark

IPC_benchmark is a Linux inter-process communication benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMessages Per Second, More Is BetterIPC_benchmarkType: Unnamed Unix Domain Socket - Message Bytes: 40962 x Intel Xeon Gold 6138120K240K360K480K600KSE +/- 293.06, N = 3567394

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: Scala Dotty2 x Intel Xeon Gold 61382K4K6K8K10KSE +/- 61.74, N = 58392.76

SMHasher

SMHasher is a hash function tester. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: Spooky322 x Intel Xeon Gold 6138714212835SE +/- 0.01, N = 330.531. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: Spooky322 x Intel Xeon Gold 61385K10K15K20K25KSE +/- 0.49, N = 321507.151. (CXX) g++ options: -march=native -O3 -lpthread

IPC_benchmark

IPC_benchmark is a Linux inter-process communication benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMessages Per Second, More Is BetterIPC_benchmarkType: TCP Socket - Message Bytes: 40962 x Intel Xeon Gold 6138140K280K420K560K700KSE +/- 3099.90, N = 3643915

SMHasher

SMHasher is a hash function tester. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: fasthash322 x Intel Xeon Gold 6138612182430SE +/- 0.01, N = 323.731. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: fasthash322 x Intel Xeon Gold 61382K4K6K8K10KSE +/- 0.15, N = 310578.091. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: t1ha2_atonce2 x Intel Xeon Gold 6138612182430SE +/- 0.00, N = 323.611. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: t1ha2_atonce2 x Intel Xeon Gold 61385K10K15K20K25KSE +/- 0.26, N = 324598.031. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: t1ha0_aes_avx22 x Intel Xeon Gold 6138612182430SE +/- 0.01, N = 323.681. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: t1ha0_aes_avx22 x Intel Xeon Gold 613816K32K48K64K80KSE +/- 385.53, N = 373093.311. (CXX) g++ options: -march=native -O3 -lpthread

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: Genetic Algorithm Using Jenetics + Futures2 x Intel Xeon Gold 613815003000450060007500SE +/- 54.05, N = 56863.12

IPC_benchmark

IPC_benchmark is a Linux inter-process communication benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMessages Per Second, More Is BetterIPC_benchmarkType: Unnamed Pipe - Message Bytes: 40962 x Intel Xeon Gold 6138160K320K480K640K800KSE +/- 11056.69, N = 3768163

OpenBenchmarking.orgMessages Per Second, More Is BetterIPC_benchmarkType: FIFO Named Pipe - Message Bytes: 40962 x Intel Xeon Gold 6138200K400K600K800K1000KSE +/- 6205.26, N = 3797146

SMHasher

SMHasher is a hash function tester. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhash2 x Intel Xeon Gold 613848121620SE +/- 0.00, N = 317.881. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhash2 x Intel Xeon Gold 61386K12K18K24K30KSE +/- 0.38, N = 326694.581. (CXX) g++ options: -march=native -O3 -lpthread

Zstd Compression

This test measures the time needed to compress a sample file (an Ubuntu file-system image) using Zstd compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterZstd Compression 1.3.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 192 x Intel Xeon Gold 61383691215SE +/- 0.10, N = 310.711. (CC) gcc options: -O3 -pthread -lz

IPC_benchmark

IPC_benchmark is a Linux inter-process communication benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMessages Per Second, More Is BetterIPC_benchmarkType: Unnamed Pipe - Message Bytes: 1282 x Intel Xeon Gold 6138300K600K900K1200K1500KSE +/- 18292.76, N = 51430185

OpenBenchmarking.orgMessages Per Second, More Is BetterIPC_benchmarkType: Unnamed Unix Domain Socket - Message Bytes: 1282 x Intel Xeon Gold 6138200K400K600K800K1000KSE +/- 9657.15, N = 3959996

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: Windowed Gaussian2 x Intel Xeon Gold 6138246810SE +/- 0.097, N = 37.899

IPC_benchmark

IPC_benchmark is a Linux inter-process communication benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMessages Per Second, More Is BetterIPC_benchmarkType: TCP Socket - Message Bytes: 1282 x Intel Xeon Gold 6138300K600K900K1200K1500KSE +/- 8072.60, N = 31572374

75 Results Shown

Crypto++:
  Keyed Algorithms
  Integer + Elliptic Curve Public Key Algorithms
Renaissance:
  Savina Reactors.IO
  Akka Unbalanced Cobwebbed Tree
Mlpack Benchmark
Intel MPI Benchmarks:
  IMB-MPI1 Exchange:
    Average usec
    Average Mbytes/sec
Mlpack Benchmark
Nebular Empirical Analysis Tool
Renaissance
Numenta Anomaly Benchmark
Intel MPI Benchmarks:
  IMB-MPI1 Sendrecv:
    Average usec
    Average Mbytes/sec
Renaissance
KeyDB
Crypto++
Renaissance
GROMACS
Renaissance
NAMD
lzbench:
  XZ 0 - Decompression
  XZ 0 - Compression
Numenta Anomaly Benchmark
toyBrot Fractal Generator
Renaissance
toyBrot Fractal Generator:
  C++ Tasks
  C++ Threads
IPC_benchmark
Numenta Anomaly Benchmark
Intel MPI Benchmarks
lzbench:
  Zstd 8 - Decompression
  Zstd 8 - Compression
  Brotli 0 - Decompression
  Brotli 0 - Compression
  Zstd 1 - Decompression
  Zstd 1 - Compression
  Brotli 2 - Decompression
  Brotli 2 - Compression
Mlpack Benchmark
lzbench:
  Libdeflate 1 - Decompression
  Libdeflate 1 - Compression
Intel MPI Benchmarks
lzbench:
  Crush 0 - Decompression
  Crush 0 - Compression
Botan
Renaissance
Botan:
  Blowfish
  Twofish
  CAST-256
  KASUMI
SMHasher:
  MeowHash:
    cycles/hash
    MiB/sec
Renaissance
Numenta Anomaly Benchmark
IPC_benchmark
Renaissance
SMHasher:
  Spooky32:
    cycles/hash
    MiB/sec
IPC_benchmark
SMHasher:
  fasthash32:
    cycles/hash
    MiB/sec
  t1ha2_atonce:
    cycles/hash
    MiB/sec
  t1ha0_aes_avx2:
    cycles/hash
    MiB/sec
Renaissance
IPC_benchmark:
  Unnamed Pipe - 4096
  FIFO Named Pipe - 4096
SMHasher:
  wyhash:
    cycles/hash
    MiB/sec
Zstd Compression
IPC_benchmark:
  Unnamed Pipe - 128
  Unnamed Unix Domain Socket - 128
Numenta Anomaly Benchmark
IPC_benchmark

2 x Intel Xeon Gold 6138

Processor: 2 x Intel Xeon Gold 6138 @ 3.70GHz (40 Cores / 80 Threads), Motherboard: TYAN S7106 (V2.00.B20 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 94GB, Disk: 500GB Samsung SSD 860, Graphics: llvmpipe 93GB, Monitor: VE228, Network: 2 x Intel I210 + 2 x QLogic cLOM8214 1/10GbE

OS: Ubuntu 20.04, Kernel: 5.4.0-9-generic (x86_64), Desktop: GNOME Shell 3.34.1, Display Server: X Server 1.20.5, Display Driver: modesetting 1.20.5, OpenGL: 3.3 Mesa 19.2.4 (LLVM 9.0 256 bits), Compiler: GCC 9.2.1 20200220, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --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
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x2000064
Java Notes: OpenJDK Runtime Environment (build 11.0.5+10-post-Ubuntu-2ubuntu1)
Python Notes: Python 2.7.17 + Python 3.7.6
Security Notes: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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 Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable

Testing initiated at 2 March 2020 08:14 by user phoronix.