AMD Threadripper 2990WX vs. EPYC 7551

AMD EPYC 7551 32-Core versus AMD Threadripper 2990WX. Tests for a future article.

HTML result view exported from: https://openbenchmarking.org/result/1808109-RA-AMDTHREAD80&sro.

AMD Threadripper 2990WX vs. EPYC 7551ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionThreadripper 2990WXEPYC 7551AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads)ASUS ROG ZENITH EXTREME (0064 BIOS)AMD Family 17h32768MB280GB INTEL SSDPE21D280GA + Samsung SSD 970 EVO 500GBAMD Radeon RX Vega 8192MBRealtek ALC1220DELL P2415QIntel I211 Gigabit Connection + Qualcomm Atheros QCA6174 802.11ac WirelessUbuntu 18.044.18.0-999-generic (x86_64) 20180808GNOME Shell 3.28.2X Server 1.19.6modesetting 1.19.64.5 Mesa 18.0.5 (LLVM 6.0.0)GCC 7.3.0ext43840x2160AMD EPYC 7551 32-Core @ 2.00GHz (32 Cores / 64 Threads)GIGABYTE MZ31-AR0-00 v01010101 (F07 BIOS)28672MB280GB INTEL SSDPE21D280GA + 2 x Samsung SSD 960 EVO 500GBllvmpipe 28032MBASUS PB278Realtek RTL8111/8168/84113.3 Mesa 18.0.5 (LLVM 6.0 128 bits)1920x1080OpenBenchmarking.orgCompiler Details- --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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-as=/usr/bin/x86_64-linux-gnu-as --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-ld=/usr/bin/x86_64-linux-gnu-ld --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v Disk Details- NONE / errors=remount-ro,relatime,rwProcessor Details- Scaling Governor: acpi-cpufreq ondemandPython Details- Python 2.7.15rc1 + Python 3.6.5Security Details- __user pointer sanitization + Full AMD retpoline IBPB + SSB disabled via prctl and seccomp Protection

AMD Threadripper 2990WX vs. EPYC 7551blogbench: Readblogbench: Writeramspeed: Copy - Integerramspeed: Scale - Integerramspeed: Average - Integerstream: Copystream: Scalestream: Triadstream: Addnpb: BT.Anpb: EP.Cnpb: FT.Anpb: LU.Anpb: LU.Cnpb: SP.Aparboil: OpenMP LBMparboil: OpenMP CUTCPparboil: OpenMP Stencilparboil: OpenMP MRI Griddingrodinia: OpenMP LavaMDrodinia: OpenMP CFD Solverrodinia: OpenMP Streamclusternumpy: ebizzy: build-gcc: Time To Compilebuild-linux-kernel: Time To Compilepovray: Trace Timepgbench: Mostly RAM - Normal Load - Read Onlypgbench: Buffer Test - Normal Load - Read Onlypgbench: Mostly RAM - Normal Load - Read Writepgbench: Buffer Test - Normal Load - Read Writeredis: LPOPredis: SADDredis: LPUSHredis: GETredis: SETstress-ng: Cryptostress-ng: CPU Stressstress-ng: Semaphoresstress-ng: Socket Activitystress-ng: Context Switchingstress-ng: System V Message Passingblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyapache-siege: 100apache-siege: 200apache-siege: 250scikit-learn: Threadripper 2990WXEPYC 75518187752113728096.582056628642.6752016.2832259.9436100.1235973.643135.562179.592200.2250842.6130501.142571.1993.132.2222.47269.6625.209.5131.3267283661415799650.5232.4016.99262855.44430161.0328602.0442507.412588557.4219933781479084.962416194.331709614.837486.0010136.701556714.6719292.6122876331.9411750861.7179.49154.96110.57416.30207.3815675.9418079.0117481.0526.368208231860229316.1623763.9729112.2562010.1843642.7445016.3043722.602331.291574.201863.0949098.4433363.311985.8270.272.7816.33358.8934.5413.0722.3693938201160831889.0139.8622.64255829.09404363.3725090.9837448.961075728.841470730.961065067.771614430.001240913.045598.907227.341476218.5917449.5214493175.369841968.89105.47210.57145.04531.66278.7215556.7217101.0417159.9236.27OpenBenchmarking.org

BlogBench

Test: Read

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.0Test: ReadEPYC 7551Threadripper 2990WX200K400K600K800K1000KSE +/- 6874.16, N = 3SE +/- 9403.45, N = 38208238187751. (CC) gcc options: -O2 -pthread

BlogBench

Test: Write

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.0Test: WriteEPYC 7551Threadripper 2990WX5K10K15K20K25KSE +/- 269.39, N = 3SE +/- 126.17, N = 318602211371. (CC) gcc options: -O2 -pthread

RAMspeed SMP

Type: Copy - Benchmark: Integer

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Copy - Benchmark: IntegerEPYC 7551Threadripper 2990WX6K12K18K24K30K29316.1628096.581. (CC) gcc options: -O3 -march=native

RAMspeed SMP

Type: Scale - Benchmark: Integer

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Scale - Benchmark: IntegerEPYC 7551Threadripper 2990WX5K10K15K20K25K23763.9720566.001. (CC) gcc options: -O3 -march=native

RAMspeed SMP

Type: Average - Benchmark: Integer

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Average - Benchmark: IntegerEPYC 7551Threadripper 2990WX6K12K18K24K30K29112.2528642.671. (CC) gcc options: -O3 -march=native

Stream

Type: Copy

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: CopyEPYC 7551Threadripper 2990WX13K26K39K52K65KSE +/- 2075.79, N = 10SE +/- 452.18, N = 562010.1852016.281. (CC) gcc options: -O3 -march=native -fopenmp

Stream

Type: Scale

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: ScaleEPYC 7551Threadripper 2990WX9K18K27K36K45KSE +/- 3771.59, N = 5SE +/- 658.63, N = 543642.7432259.941. (CC) gcc options: -O3 -march=native -fopenmp

Stream

Type: Triad

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: TriadEPYC 7551Threadripper 2990WX10K20K30K40K50KSE +/- 2345.71, N = 5SE +/- 590.06, N = 545016.3036100.121. (CC) gcc options: -O3 -march=native -fopenmp

Stream

Type: Add

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: AddEPYC 7551Threadripper 2990WX9K18K27K36K45KSE +/- 1791.35, N = 5SE +/- 595.37, N = 543722.6035973.641. (CC) gcc options: -O3 -march=native -fopenmp

NAS Parallel Benchmarks

Test / Class: BT.A

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.3Test / Class: BT.AEPYC 7551Threadripper 2990WX7001400210028003500SE +/- 4.74, N = 3SE +/- 5.11, N = 32331.293135.561. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 2.1.1

NAS Parallel Benchmarks

Test / Class: EP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.3Test / Class: EP.CEPYC 7551Threadripper 2990WX5001000150020002500SE +/- 25.81, N = 4SE +/- 12.49, N = 31574.202179.591. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 2.1.1

NAS Parallel Benchmarks

Test / Class: FT.A

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.3Test / Class: FT.AEPYC 7551Threadripper 2990WX5001000150020002500SE +/- 4.26, N = 3SE +/- 1.75, N = 31863.092200.221. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 2.1.1

NAS Parallel Benchmarks

Test / Class: LU.A

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.3Test / Class: LU.AEPYC 7551Threadripper 2990WX11K22K33K44K55KSE +/- 727.42, N = 5SE +/- 368.79, N = 349098.4450842.611. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 2.1.1

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.3Test / Class: LU.CEPYC 7551Threadripper 2990WX7K14K21K28K35KSE +/- 56.16, N = 3SE +/- 85.98, N = 333363.3130501.141. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 2.1.1

NAS Parallel Benchmarks

Test / Class: SP.A

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.3Test / Class: SP.AEPYC 7551Threadripper 2990WX6001200180024003000SE +/- 57.52, N = 6SE +/- 27.59, N = 31985.822571.191. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 2.1.1

Parboil

Test: OpenMP LBM

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenMP LBMEPYC 7551Threadripper 2990WX20406080100SE +/- 1.05, N = 6SE +/- 1.42, N = 670.2793.131. (CXX) g++ options: -lm -lpthread -lgomp -ffast-math -fopenmp

Parboil

Test: OpenMP CUTCP

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenMP CUTCPEPYC 7551Threadripper 2990WX0.62551.2511.87652.5023.1275SE +/- 0.01, N = 3SE +/- 0.01, N = 32.782.221. (CXX) g++ options: -lm -lpthread -lgomp -ffast-math -fopenmp

Parboil

Test: OpenMP Stencil

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenMP StencilEPYC 7551Threadripper 2990WX510152025SE +/- 0.84, N = 6SE +/- 0.26, N = 316.3322.471. (CXX) g++ options: -lm -lpthread -lgomp -ffast-math -fopenmp

Parboil

Test: OpenMP MRI Gridding

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenMP MRI GriddingEPYC 7551Threadripper 2990WX80160240320400SE +/- 2.02, N = 3SE +/- 1.45, N = 3358.89269.661. (CXX) g++ options: -lm -lpthread -lgomp -ffast-math -fopenmp

Rodinia

Test: OpenMP LavaMD

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenMP LavaMDEPYC 7551Threadripper 2990WX816243240SE +/- 0.24, N = 3SE +/- 0.03, N = 334.5425.201. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenMP CFD Solver

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenMP CFD SolverEPYC 7551Threadripper 2990WX3691215SE +/- 0.14, N = 3SE +/- 0.06, N = 313.079.511. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenMP Streamcluster

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenMP StreamclusterEPYC 7551Threadripper 2990WX714212835SE +/- 1.51, N = 6SE +/- 0.69, N = 622.3631.321. (CXX) g++ options: -O2 -lOpenCL

Numpy Benchmark

OpenBenchmarking.orgNanoseconds, Fewer Is BetterNumpy BenchmarkEPYC 7551Threadripper 2990WX2M4M6M8M10M93938206728366

ebizzy

OpenBenchmarking.orgRecords/s, More Is Betterebizzy 0.3EPYC 7551Threadripper 2990WX300K600K900K1200K1500KSE +/- 23117.36, N = 3SE +/- 22521.51, N = 3116083114157991. (CC) gcc options: -pthread -lpthread -O3 -march=native

Timed GCC Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 7.2Time To CompileEPYC 7551Threadripper 2990WX2004006008001000SE +/- 0.78, N = 3SE +/- 3.17, N = 3889.01650.52

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 4.13Time To CompileEPYC 7551Threadripper 2990WX918273645SE +/- 0.61, N = 6SE +/- 0.51, N = 639.8632.40

POV-Ray

Trace Time

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeEPYC 7551Threadripper 2990WX510152025SE +/- 0.11, N = 3SE +/- 0.02, N = 322.6416.991. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -pthread -lSDL -lXpm -lSM -lICE -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

PostgreSQL pgbench

Scaling: Mostly RAM - Test: Normal Load - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 10.3Scaling: Mostly RAM - Test: Normal Load - Mode: Read OnlyEPYC 7551Threadripper 2990WX60K120K180K240K300KSE +/- 1639.04, N = 3SE +/- 115.23, N = 3255829.09262855.441. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

PostgreSQL pgbench

Scaling: Buffer Test - Test: Normal Load - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 10.3Scaling: Buffer Test - Test: Normal Load - Mode: Read OnlyEPYC 7551Threadripper 2990WX90K180K270K360K450KSE +/- 103.66, N = 3SE +/- 6254.09, N = 3404363.37430161.031. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

PostgreSQL pgbench

Scaling: Mostly RAM - Test: Normal Load - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 10.3Scaling: Mostly RAM - Test: Normal Load - Mode: Read WriteEPYC 7551Threadripper 2990WX6K12K18K24K30KSE +/- 119.66, N = 3SE +/- 109.73, N = 325090.9828602.041. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

PostgreSQL pgbench

Scaling: Buffer Test - Test: Normal Load - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 10.3Scaling: Buffer Test - Test: Normal Load - Mode: Read WriteEPYC 7551Threadripper 2990WX9K18K27K36K45KSE +/- 123.83, N = 3SE +/- 163.31, N = 337448.9642507.411. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

Redis

Test: LPOP

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 4.0.8Test: LPOPEPYC 7551Threadripper 2990WX600K1200K1800K2400K3000KSE +/- 6344.22, N = 3SE +/- 12382.26, N = 31075728.842588557.421. (CC) gcc options: -ggdb -rdynamic -lm -ldl -pthread

Redis

Test: SADD

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 4.0.8Test: SADDEPYC 7551Threadripper 2990WX400K800K1200K1600K2000KSE +/- 10264.23, N = 3SE +/- 4767.05, N = 31470730.961993378.001. (CC) gcc options: -ggdb -rdynamic -lm -ldl -pthread

Redis

Test: LPUSH

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 4.0.8Test: LPUSHEPYC 7551Threadripper 2990WX300K600K900K1200K1500KSE +/- 16036.47, N = 3SE +/- 19641.34, N = 31065067.771479084.961. (CC) gcc options: -ggdb -rdynamic -lm -ldl -pthread

Redis

Test: GET

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 4.0.8Test: GETEPYC 7551Threadripper 2990WX500K1000K1500K2000K2500KSE +/- 23159.71, N = 3SE +/- 29666.21, N = 31614430.002416194.331. (CC) gcc options: -ggdb -rdynamic -lm -ldl -pthread

Redis

Test: SET

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 4.0.8Test: SETEPYC 7551Threadripper 2990WX400K800K1200K1600K2000KSE +/- 11616.66, N = 3SE +/- 13499.30, N = 31240913.041709614.831. (CC) gcc options: -ggdb -rdynamic -lm -ldl -pthread

Stress-NG

Test: Crypto

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.07.26Test: CryptoEPYC 7551Threadripper 2990WX16003200480064008000SE +/- 4.62, N = 3SE +/- 1.58, N = 35598.907486.001. (CC) gcc options: -O2 -std=gnu99 -lm -lz -lcrypt -lrt -lpthread -laio -lc

Stress-NG

Test: CPU Stress

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.07.26Test: CPU StressEPYC 7551Threadripper 2990WX2K4K6K8K10KSE +/- 71.78, N = 3SE +/- 61.19, N = 37227.3410136.701. (CC) gcc options: -O2 -std=gnu99 -lm -lz -lcrypt -lrt -lpthread -laio -lc

Stress-NG

Test: Semaphores

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.07.26Test: SemaphoresEPYC 7551Threadripper 2990WX300K600K900K1200K1500KSE +/- 7844.48, N = 3SE +/- 7392.64, N = 31476218.591556714.671. (CC) gcc options: -O2 -std=gnu99 -lm -lz -lcrypt -lrt -lpthread -laio -lc

Stress-NG

Test: Socket Activity

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.07.26Test: Socket ActivityEPYC 7551Threadripper 2990WX4K8K12K16K20KSE +/- 305.51, N = 3SE +/- 76.24, N = 317449.5219292.611. (CC) gcc options: -O2 -std=gnu99 -lm -lz -lcrypt -lrt -lpthread -laio -lc

Stress-NG

Test: Context Switching

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.07.26Test: Context SwitchingEPYC 7551Threadripper 2990WX5M10M15M20M25MSE +/- 521162.13, N = 6SE +/- 742879.18, N = 614493175.3622876331.941. (CC) gcc options: -O2 -std=gnu99 -lm -lz -lcrypt -lrt -lpthread -laio -lc

Stress-NG

Test: System V Message Passing

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.07.26Test: System V Message PassingEPYC 7551Threadripper 2990WX3M6M9M12M15MSE +/- 58422.58, N = 3SE +/- 59458.33, N = 39841968.8911750861.711. (CC) gcc options: -O2 -std=gnu99 -lm -lz -lcrypt -lrt -lpthread -laio -lc

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.79aBlend File: BMW27 - Compute: CPU-OnlyEPYC 7551Threadripper 2990WX20406080100105.4779.49

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.79aBlend File: Classroom - Compute: CPU-OnlyEPYC 7551Threadripper 2990WX50100150200250210.57154.96

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.79aBlend File: Fishy Cat - Compute: CPU-OnlyEPYC 7551Threadripper 2990WX306090120150145.04110.57

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.79aBlend File: Barbershop - Compute: CPU-OnlyEPYC 7551Threadripper 2990WX110220330440550531.66416.30

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.79aBlend File: Pabellon Barcelona - Compute: CPU-OnlyEPYC 7551Threadripper 2990WX60120180240300278.72207.38

Apache Siege

Concurrent Users: 100

OpenBenchmarking.orgTransactions Per Second, More Is BetterApache Siege 2.4.29Concurrent Users: 100EPYC 7551Threadripper 2990WX3K6K9K12K15KSE +/- 67.52, N = 3SE +/- 50.31, N = 315556.7215675.941. (CC) gcc options: -O2 -lpthread -ldl -lssl -lcrypto

Apache Siege

Concurrent Users: 200

OpenBenchmarking.orgTransactions Per Second, More Is BetterApache Siege 2.4.29Concurrent Users: 200EPYC 7551Threadripper 2990WX4K8K12K16K20KSE +/- 394.82, N = 6SE +/- 107.03, N = 317101.0418079.011. (CC) gcc options: -O2 -lpthread -ldl -lssl -lcrypto

Apache Siege

Concurrent Users: 250

OpenBenchmarking.orgTransactions Per Second, More Is BetterApache Siege 2.4.29Concurrent Users: 250EPYC 7551Threadripper 2990WX4K8K12K16K20KSE +/- 302.36, N = 6SE +/- 304.65, N = 617159.9217481.051. (CC) gcc options: -O2 -lpthread -ldl -lssl -lcrypto

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.17.1EPYC 7551Threadripper 2990WX816243240SE +/- 0.38, N = 3SE +/- 0.43, N = 336.2726.36

Phoronix Test Suite v10.8.4