3900XT new

AMD Ryzen 9 3900XT 12-Core testing with a MSI MEG X570 GODLIKE (MS-7C34) v1.0 (1.94 BIOS) and AMD Radeon RX 56/64 8GB 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 2009306-PTS-3900XTNE63
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Bioinformatics 2 Tests
BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
C/C++ Compiler Tests 4 Tests
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HPC - High Performance Computing 8 Tests
Machine Learning 3 Tests
Molecular Dynamics 2 Tests
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3900XT newProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen Resolution123AMD Ryzen 9 3900XT 12-Core @ 3.80GHz (12 Cores / 24 Threads)MSI MEG X570 GODLIKE (MS-7C34) v1.0 (1.94 BIOS)AMD Starship/Matisse16GB500GB Seagate FireCuda 520 SSD ZP500GM30002AMD Radeon RX 56/64 8GB (1630/945MHz)AMD Vega 10 HDMI AudioDELL P2415QRealtek Device 2600 + Realtek Device 3000 + Intel Wi-Fi 6 AX200Ubuntu 20.045.9.0-050900rc6daily20200922-generic (x86_64) 20200921GNOME Shell 3.36.4X Server 1.20.8amdgpu 19.1.04.6 Mesa 20.3.0-devel (git-31f75aa 2020-08-28 focal-oibaf-ppa) (LLVM 10.0.1)GCC 9.3.0ext43840x2160OpenBenchmarking.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++,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 Details- Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8701021Python Details- Python 3.8.2Security Details- itlb_multihit: Not affected + 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 Full AMD retpoline IBPB: conditional STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

123Result OverviewPhoronix Test Suite100%101%102%103%SockperfApache CouchDBBYTE Unix BenchmarkFFTEDolfynLeelaChessZeroTimed MAFFT AlignmentMlpack BenchmarkKeyDBHierarchical INTegrationTimed HMMer SearchGROMACSCaffe

3900XT newsockperf: Throughputsockperf: Latency Ping Pongsockperf: Latency Under Loadlczero: BLASlczero: Eigenlczero: Randdolfyn: Computational Fluid Dynamicsffte: N=256, 3D Complex FFT Routinehmmer: Pfam Database Searchmafft: Multiple Sequence Alignment - LSU RNAbyte: Dhrystone 2couchdb: 100 - 1000 - 24keydb: gromacs: Water Benchmarkcaffe: AlexNet - CPU - 100caffe: AlexNet - CPU - 200caffe: AlexNet - CPU - 1000caffe: GoogleNet - CPU - 100caffe: GoogleNet - CPU - 200caffe: GoogleNet - CPU - 1000hint: FLOATmlpack: scikit_icamlpack: scikit_qdamlpack: scikit_svmmlpack: scikit_linearridgeregression1237105283.66115.21251052322705915.54636875.652239711108.1048.72445808420.190.139608002.721.135528691059605281371292032588011284480407906402.2532050.5268.4419.051.986951333.63713.28552353022641115.19735829.728846853108.2948.88945364247.390.736604670.431.129530801061255291841297932586401286650405600052.7062550.8667.8018.941.976993903.62813.92250351822569115.30235762.100933593108.7068.87644411668.693.564604177.491.132531051062445305991292882588851285700407175465.3673850.4968.6819.032.01OpenBenchmarking.org

Sockperf

This is a network socket API performance benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMessages Per Second, More Is BetterSockperf 3.4Test: Throughput123150K300K450K600K750KSE +/- 7858.40, N = 7SE +/- 2830.13, N = 5SE +/- 6061.64, N = 57105286951336993901. (CXX) g++ options: --param -O3 -rdynamic -ldl -lpthread
OpenBenchmarking.orgMessages Per Second, More Is BetterSockperf 3.4Test: Throughput123120K240K360K480K600KMin: 676711 / Avg: 710528.14 / Max: 743743Min: 689555 / Avg: 695132.6 / Max: 705830Min: 682406 / Avg: 699390.2 / Max: 7187151. (CXX) g++ options: --param -O3 -rdynamic -ldl -lpthread

OpenBenchmarking.orgusec, Fewer Is BetterSockperf 3.4Test: Latency Ping Pong1230.82371.64742.47113.29484.1185SE +/- 0.045, N = 5SE +/- 0.041, N = 5SE +/- 0.042, N = 53.6613.6373.6281. (CXX) g++ options: --param -O3 -rdynamic -ldl -lpthread
OpenBenchmarking.orgusec, Fewer Is BetterSockperf 3.4Test: Latency Ping Pong123246810Min: 3.53 / Avg: 3.66 / Max: 3.76Min: 3.49 / Avg: 3.64 / Max: 3.73Min: 3.52 / Avg: 3.63 / Max: 3.771. (CXX) g++ options: --param -O3 -rdynamic -ldl -lpthread

OpenBenchmarking.orgusec, Fewer Is BetterSockperf 3.4Test: Latency Under Load12348121620SE +/- 0.67, N = 25SE +/- 0.93, N = 25SE +/- 0.77, N = 2515.2113.2913.921. (CXX) g++ options: --param -O3 -rdynamic -ldl -lpthread
OpenBenchmarking.orgusec, Fewer Is BetterSockperf 3.4Test: Latency Under Load12348121620Min: 6.69 / Avg: 15.21 / Max: 22.84Min: 5.8 / Avg: 13.29 / Max: 20.81Min: 6.37 / Avg: 13.92 / Max: 19.421. (CXX) g++ options: --param -O3 -rdynamic -ldl -lpthread

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLAS123110220330440550SE +/- 5.84, N = 3SE +/- 7.55, N = 4SE +/- 6.33, N = 35105235031. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLAS12390180270360450Min: 504 / Avg: 510.33 / Max: 522Min: 508 / Avg: 523 / Max: 536Min: 491 / Avg: 503.33 / Max: 5121. (CXX) g++ options: -flto -pthread

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: Eigen123110220330440550SE +/- 5.33, N = 9SE +/- 3.28, N = 35235305181. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: Eigen12390180270360450Min: 502 / Avg: 530.22 / Max: 561Min: 513 / Avg: 517.67 / Max: 5241. (CXX) g++ options: -flto -pthread

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: Random12350K100K150K200K250KSE +/- 275.62, N = 3SE +/- 207.81, N = 3SE +/- 939.75, N = 32270592264112256911. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: Random12340K80K120K160K200KMin: 226752 / Avg: 227059 / Max: 227609Min: 226131 / Avg: 226411 / Max: 226817Min: 223814 / Avg: 225691.33 / Max: 2267081. (CXX) g++ options: -flto -pthread

Dolfyn

Dolfyn is a Computational Fluid Dynamics (CFD) code of modern numerical simulation techniques. The Dolfyn test profile measures the execution time of the bundled computational fluid dynamics demos that are bundled with Dolfyn. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid Dynamics12348121620SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.22, N = 315.5515.2015.30
OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid Dynamics12348121620Min: 15.31 / Avg: 15.55 / Max: 15.84Min: 14.95 / Avg: 15.2 / Max: 15.34Min: 14.97 / Avg: 15.3 / Max: 15.7

FFTE

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT Routine1238K16K24K32K40KSE +/- 25.13, N = 3SE +/- 57.85, N = 3SE +/- 33.44, N = 336875.6535829.7335762.101. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT Routine1236K12K18K24K30KMin: 36834.52 / Avg: 36875.65 / Max: 36921.24Min: 35720.92 / Avg: 35829.73 / Max: 35918.17Min: 35702.49 / Avg: 35762.1 / Max: 35818.181. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

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 3.3.1Pfam Database Search12320406080100SE +/- 0.27, N = 3SE +/- 0.27, N = 3SE +/- 0.13, N = 3108.10108.29108.711. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database Search12320406080100Min: 107.61 / Avg: 108.1 / Max: 108.52Min: 107.76 / Avg: 108.29 / Max: 108.57Min: 108.58 / Avg: 108.71 / Max: 108.961. (CC) gcc options: -O3 -pthread -lhmmer -leasel -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 7.471Multiple Sequence Alignment - LSU RNA123246810SE +/- 0.035, N = 3SE +/- 0.015, N = 3SE +/- 0.051, N = 38.7248.8898.8761. (CC) gcc options: -std=c99 -O3 -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNA1233691215Min: 8.68 / Avg: 8.72 / Max: 8.79Min: 8.87 / Avg: 8.89 / Max: 8.92Min: 8.78 / Avg: 8.88 / Max: 8.951. (CC) gcc options: -std=c99 -O3 -lm -lpthread

BYTE Unix Benchmark

This is a test of BYTE. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 212310M20M30M40M50MSE +/- 358755.52, N = 3SE +/- 196551.91, N = 3SE +/- 302167.74, N = 345808420.145364247.344411668.6
OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 21238M16M24M32M40MMin: 45171013.2 / Avg: 45808420.1 / Max: 46412432Min: 45096324.5 / Avg: 45364247.27 / Max: 45747329.1Min: 43860372.4 / Avg: 44411668.57 / Max: 44901723.8

Apache CouchDB

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.1.1Bulk Size: 100 - Inserts: 1000 - Rounds: 2412320406080100SE +/- 0.59, N = 3SE +/- 0.45, N = 3SE +/- 1.23, N = 390.1490.7493.561. (CXX) g++ options: -std=c++14 -lmozjs-68 -lm -lerl_interface -lei -fPIC -MMD
OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.1.1Bulk Size: 100 - Inserts: 1000 - Rounds: 2412320406080100Min: 89.05 / Avg: 90.14 / Max: 91.1Min: 90.21 / Avg: 90.74 / Max: 91.63Min: 91.12 / Avg: 93.56 / Max: 95.051. (CXX) g++ options: -std=c++14 -lmozjs-68 -lm -lerl_interface -lei -fPIC -MMD

KeyDB

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

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16123130K260K390K520K650KSE +/- 1075.08, N = 3SE +/- 997.28, N = 3SE +/- 1294.03, N = 3608002.72604670.43604177.491. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16123110K220K330K440K550KMin: 605867.58 / Avg: 608002.72 / Max: 609289.98Min: 603415.74 / Avg: 604670.43 / Max: 606640.55Min: 601741.42 / Avg: 604177.49 / Max: 606152.291. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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 2020.3Water Benchmark1230.25540.51080.76621.02161.277SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 31.1351.1291.1321. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water Benchmark123246810Min: 1.13 / Avg: 1.13 / Max: 1.14Min: 1.13 / Avg: 1.13 / Max: 1.13Min: 1.13 / Avg: 1.13 / Max: 1.131. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

Caffe

This is a benchmark of the Caffe deep learning framework and currently supports the AlexNet and Googlenet model and execution on both CPUs and NVIDIA GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 10012311K22K33K44K55KSE +/- 12.02, N = 3SE +/- 61.41, N = 3SE +/- 59.27, N = 35286953080531051. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 1001239K18K27K36K45KMin: 52846 / Avg: 52869.33 / Max: 52886Min: 52991 / Avg: 53080.33 / Max: 53198Min: 53010 / Avg: 53105.33 / Max: 532141. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 20012320K40K60K80K100KSE +/- 161.11, N = 3SE +/- 40.32, N = 3SE +/- 195.80, N = 31059601061251062441. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 20012320K40K60K80K100KMin: 105642 / Avg: 105960 / Max: 106164Min: 106064 / Avg: 106124.67 / Max: 106201Min: 105866 / Avg: 106244.33 / Max: 1065211. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 1000123110K220K330K440K550KSE +/- 449.04, N = 3SE +/- 436.12, N = 3SE +/- 599.92, N = 35281375291845305991. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100012390K180K270K360K450KMin: 527453 / Avg: 528137 / Max: 528983Min: 528730 / Avg: 529184 / Max: 530056Min: 529404 / Avg: 530599.33 / Max: 5312871. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 10012330K60K90K120K150KSE +/- 87.09, N = 3SE +/- 179.48, N = 3SE +/- 132.79, N = 31292031297931292881. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 10012320K40K60K80K100KMin: 129034 / Avg: 129203 / Max: 129324Min: 129528 / Avg: 129792.67 / Max: 130135Min: 129115 / Avg: 129288 / Max: 1295491. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 20012360K120K180K240K300KSE +/- 324.47, N = 3SE +/- 373.68, N = 3SE +/- 958.11, N = 32588012586402588851. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 20012340K80K120K160K200KMin: 258268 / Avg: 258800.67 / Max: 259388Min: 257964 / Avg: 258640 / Max: 259254Min: 256996 / Avg: 258885.33 / Max: 2601071. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 1000123300K600K900K1200K1500KSE +/- 2177.02, N = 3SE +/- 1680.90, N = 3SE +/- 2589.31, N = 31284480128665012857001. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 1000123200K400K600K800K1000KMin: 1280170 / Avg: 1284480 / Max: 1287170Min: 1284180 / Avg: 1286650 / Max: 1289860Min: 1282740 / Avg: 1285700 / Max: 12908601. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Hierarchical INTegration

This test runs the U.S. Department of Energy's Ames Laboratory Hierarchical INTegration (HINT) benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOAT12390M180M270M360M450MSE +/- 4471620.37, N = 7SE +/- 5128941.40, N = 5SE +/- 929009.38, N = 3407906402.25405600052.71407175465.371. (CC) gcc options: -O3 -march=native -lm
OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOAT12370M140M210M280M350MMin: 391780446.94 / Avg: 407906402.25 / Max: 419490341.2Min: 385731933.7 / Avg: 405600052.71 / Max: 415453513.36Min: 405662911.69 / Avg: 407175465.37 / Max: 408866253.471. (CC) gcc options: -O3 -march=native -lm

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_ica1231122334455SE +/- 0.86, N = 3SE +/- 0.73, N = 3SE +/- 0.37, N = 350.5250.8650.49
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_ica1231020304050Min: 49.03 / Avg: 50.52 / Max: 52.01Min: 49.4 / Avg: 50.86 / Max: 51.76Min: 49.76 / Avg: 50.49 / Max: 51

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qda1231530456075SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.73, N = 368.4467.8068.68
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qda1231326395265Min: 68.15 / Avg: 68.44 / Max: 68.78Min: 67.73 / Avg: 67.8 / Max: 67.93Min: 67.9 / Avg: 68.68 / Max: 70.14

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svm123510152025SE +/- 0.02, N = 3SE +/- 0.21, N = 3SE +/- 0.25, N = 319.0518.9419.03
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svm123510152025Min: 19.01 / Avg: 19.05 / Max: 19.09Min: 18.51 / Avg: 18.94 / Max: 19.16Min: 18.53 / Avg: 19.03 / Max: 19.28

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregression1230.45230.90461.35691.80922.2615SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 31.981.972.01
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregression123246810Min: 1.97 / Avg: 1.98 / Max: 2Min: 1.95 / Avg: 1.97 / Max: 2Min: 1.99 / Avg: 2.01 / Max: 2.03