TR 2950X Linux AMD Ryzen Threadripper 2950X 16-Core testing with a MSI MEG X399 CREATION (MS-7B92) v1.0 (1.30 BIOS) and AMD FirePro V4900 1GB on Debian 10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2003015-PTS-TR2950XL82 .
TR 2950X Linux Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Compiler File-System Screen Resolution AMD Ryzen Threadripper 2950X 16-Core AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads) MSI MEG X399 CREATION (MS-7B92) v1.0 (1.30 BIOS) AMD 17h 32GB Samsung SSD 970 EVO 250GB AMD FirePro V4900 1GB Realtek ALC1220 VA2431 2 x Intel I211 + Intel-AC 9260 Debian 10 5.6.0-999-generic (x86_64) 20200229 GNOME Shell 3.30.2 X Server 1.20.4 + Wayland modesetting 1.20.4 3.3 Mesa 18.3.6 (LLVM 7.0.1) GCC 8.3.0 ext4 1920x1080 OpenBenchmarking.org - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v - Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x800820b - OpenJDK Runtime Environment (build 11.0.6+10-post-Debian-1deb10u1) - Python 2.7.16 + Python 3.7.3 - 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: disabled RSB filling + tsx_async_abort: Not affected
TR 2950X Linux cryptopp: All Algorithms cryptopp: Keyed Algorithms cryptopp: Unkeyed Algorithms cryptopp: Integer + Elliptic Curve Public Key Algorithms namd: ATPase Simulation - 327,506 Atoms neat: toybrot: OpenMP toybrot: C++ Tasks toybrot: C++ Threads lzbench: XZ 0 - Compression lzbench: XZ 0 - Decompression lzbench: Zstd 1 - Compression lzbench: Zstd 1 - Decompression lzbench: Zstd 8 - Compression lzbench: Zstd 8 - Decompression lzbench: Crush 0 - Compression lzbench: Crush 0 - Decompression lzbench: Brotli 0 - Compression lzbench: Brotli 0 - Decompression lzbench: Brotli 2 - Compression lzbench: Brotli 2 - Decompression lzbench: Libdeflate 1 - Compression lzbench: Libdeflate 1 - Decompression renaissance: Scala Dotty renaissance: Rand Forest renaissance: Twitter Finagle renaissance: Apache Spark ALS renaissance: Apache Spark Bayes renaissance: Savina Reactors.IO renaissance: Apache Spark PageRank renaissance: Twitter HTTP Requests renaissance: In-Memory Database Shootout renaissance: Akka Unbalanced Cobwebbed Tree renaissance: Genetic Algorithm Using Jenetics + Futures botan: KASUMI botan: AES-256 botan: Twofish botan: Blowfish botan: CAST-256 x264: H.264 Video Encoding tachyon: Total Time keydb: intel-mpi: IMB-P2P PingPong intel-mpi: IMB-MPI1 Exchange intel-mpi: IMB-MPI1 Exchange intel-mpi: IMB-MPI1 PingPong intel-mpi: IMB-MPI1 Sendrecv intel-mpi: IMB-MPI1 Sendrecv gromacs: Water Benchmark numenta-nab: EXPoSE numenta-nab: Relative Entropy numenta-nab: Windowed Gaussian numenta-nab: Earthgecko Skyline numenta-nab: Bayesian Changepoint mlpack: scikit_ica mlpack: scikit_qda mlpack: scikit_svm mlpack: scikit_linearridgeregression AMD Ryzen Threadripper 2950X 16-Core 1664.776128 657.439995 378.407450 4793.951606 1.46392 16.577 66241 64679 64758 39 115 523 1415 99 1585 86 490 503 593 191 682 249 1188 7354.688 4844.514 9181.833 5108.801 3764.969 23921.995 20577.470 5356.761 5924.889 15670.796 1715.975 100.080 5758.894 377.344 465.231 153.123 138.96 58.8906 353595.52 5301874.9420290 5189.42 210.26 4157.56 4100.04 111.74 1.120 831.240 16.768 8.247 100.608 41.616 56.03 68.27 12.28 2.83 OpenBenchmarking.org
Crypto++ Test: All Algorithms OpenBenchmarking.org MiB/second, More Is Better Crypto++ 8.2 Test: All Algorithms AMD Ryzen Threadripper 2950X 16-Core 400 800 1200 1600 2000 SE +/- 2.98, N = 3 1664.78 1. (CXX) g++ options: -g2 -O3 -fPIC -pthread -pipe
Crypto++ Test: Keyed Algorithms OpenBenchmarking.org MiB/second, More Is Better Crypto++ 8.2 Test: Keyed Algorithms AMD Ryzen Threadripper 2950X 16-Core 140 280 420 560 700 SE +/- 1.67, N = 3 657.44 1. (CXX) g++ options: -g2 -O3 -fPIC -pthread -pipe
Crypto++ Test: Unkeyed Algorithms OpenBenchmarking.org MiB/second, More Is Better Crypto++ 8.2 Test: Unkeyed Algorithms AMD Ryzen Threadripper 2950X 16-Core 80 160 240 320 400 SE +/- 4.52, N = 3 378.41 1. (CXX) g++ options: -g2 -O3 -fPIC -pthread -pipe
Crypto++ Test: Integer + Elliptic Curve Public Key Algorithms OpenBenchmarking.org MiB/second, More Is Better Crypto++ 8.2 Test: Integer + Elliptic Curve Public Key Algorithms AMD Ryzen Threadripper 2950X 16-Core 1000 2000 3000 4000 5000 SE +/- 29.65, N = 3 4793.95 1. (CXX) g++ options: -g2 -O3 -fPIC -pthread -pipe
NAMD ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.13 ATPase Simulation - 327,506 Atoms AMD Ryzen Threadripper 2950X 16-Core 0.3294 0.6588 0.9882 1.3176 1.647 SE +/- 0.02054, N = 15 1.46392
Nebular Empirical Analysis Tool OpenBenchmarking.org Seconds, Fewer Is Better Nebular Empirical Analysis Tool 2020-02-29 AMD Ryzen Threadripper 2950X 16-Core 4 8 12 16 20 SE +/- 0.07, N = 3 16.58 1. (F9X) gfortran options: -cpp -ffree-line-length-0 -Jsource/ -fopenmp -O3 -fno-backtrace
toyBrot Fractal Generator Implementation: OpenMP OpenBenchmarking.org ms, Fewer Is Better toyBrot Fractal Generator Implementation: OpenMP AMD Ryzen Threadripper 2950X 16-Core 14K 28K 42K 56K 70K SE +/- 150.40, N = 3 66241 1. (CXX) g++ options: -lpthread -isystem -fopenmp -std=c++14
toyBrot Fractal Generator Implementation: C++ Tasks OpenBenchmarking.org ms, Fewer Is Better toyBrot Fractal Generator Implementation: C++ Tasks AMD Ryzen Threadripper 2950X 16-Core 14K 28K 42K 56K 70K SE +/- 58.90, N = 3 64679 1. (CXX) g++ options: -lpthread -isystem -fopenmp -std=c++14
toyBrot Fractal Generator Implementation: C++ Threads OpenBenchmarking.org ms, Fewer Is Better toyBrot Fractal Generator Implementation: C++ Threads AMD Ryzen Threadripper 2950X 16-Core 14K 28K 42K 56K 70K SE +/- 72.79, N = 3 64758 1. (CXX) g++ options: -lpthread -isystem -fopenmp -std=c++14
lzbench Test: XZ 0 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: XZ 0 - Process: Compression AMD Ryzen Threadripper 2950X 16-Core 9 18 27 36 45 39 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: XZ 0 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: XZ 0 - Process: Decompression AMD Ryzen Threadripper 2950X 16-Core 30 60 90 120 150 SE +/- 1.33, N = 3 115 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Zstd 1 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Zstd 1 - Process: Compression AMD Ryzen Threadripper 2950X 16-Core 110 220 330 440 550 SE +/- 2.08, N = 3 523 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Zstd 1 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Zstd 1 - Process: Decompression AMD Ryzen Threadripper 2950X 16-Core 300 600 900 1200 1500 SE +/- 3.48, N = 3 1415 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Zstd 8 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Zstd 8 - Process: Compression AMD Ryzen Threadripper 2950X 16-Core 20 40 60 80 100 99 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Zstd 8 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Zstd 8 - Process: Decompression AMD Ryzen Threadripper 2950X 16-Core 300 600 900 1200 1500 1585 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Crush 0 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Crush 0 - Process: Compression AMD Ryzen Threadripper 2950X 16-Core 20 40 60 80 100 86 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Crush 0 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Crush 0 - Process: Decompression AMD Ryzen Threadripper 2950X 16-Core 110 220 330 440 550 SE +/- 4.06, N = 3 490 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Brotli 0 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Brotli 0 - Process: Compression AMD Ryzen Threadripper 2950X 16-Core 110 220 330 440 550 SE +/- 8.17, N = 3 503 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Brotli 0 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Brotli 0 - Process: Decompression AMD Ryzen Threadripper 2950X 16-Core 130 260 390 520 650 SE +/- 8.21, N = 3 593 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Brotli 2 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Brotli 2 - Process: Compression AMD Ryzen Threadripper 2950X 16-Core 40 80 120 160 200 191 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Brotli 2 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Brotli 2 - Process: Decompression AMD Ryzen Threadripper 2950X 16-Core 150 300 450 600 750 SE +/- 2.52, N = 3 682 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Libdeflate 1 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Libdeflate 1 - Process: Compression AMD Ryzen Threadripper 2950X 16-Core 50 100 150 200 250 SE +/- 3.79, N = 3 249 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Libdeflate 1 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Libdeflate 1 - Process: Decompression AMD Ryzen Threadripper 2950X 16-Core 300 600 900 1200 1500 SE +/- 8.37, N = 3 1188 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
Renaissance Test: Scala Dotty OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Scala Dotty AMD Ryzen Threadripper 2950X 16-Core 1600 3200 4800 6400 8000 SE +/- 38.81, N = 5 7354.69
Renaissance Test: Random Forest OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Random Forest AMD Ryzen Threadripper 2950X 16-Core 1000 2000 3000 4000 5000 SE +/- 40.23, N = 12 4844.51
Renaissance Test: Twitter Finagle OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Twitter Finagle AMD Ryzen Threadripper 2950X 16-Core 2K 4K 6K 8K 10K SE +/- 122.29, N = 5 9181.83
Renaissance Test: Apache Spark ALS OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Apache Spark ALS AMD Ryzen Threadripper 2950X 16-Core 1100 2200 3300 4400 5500 SE +/- 53.32, N = 8 5108.80
Renaissance Test: Apache Spark Bayes OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Apache Spark Bayes AMD Ryzen Threadripper 2950X 16-Core 800 1600 2400 3200 4000 SE +/- 40.54, N = 5 3764.97
Renaissance Test: Savina Reactors.IO OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Savina Reactors.IO AMD Ryzen Threadripper 2950X 16-Core 5K 10K 15K 20K 25K SE +/- 333.02, N = 25 23922.00
Renaissance Test: Apache Spark PageRank OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Apache Spark PageRank AMD Ryzen Threadripper 2950X 16-Core 4K 8K 12K 16K 20K SE +/- 105.23, N = 5 20577.47
Renaissance Test: Twitter HTTP Requests OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Twitter HTTP Requests AMD Ryzen Threadripper 2950X 16-Core 1100 2200 3300 4400 5500 SE +/- 29.87, N = 5 5356.76
Renaissance Test: In-Memory Database Shootout OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: In-Memory Database Shootout AMD Ryzen Threadripper 2950X 16-Core 1300 2600 3900 5200 6500 SE +/- 62.16, N = 5 5924.89
Renaissance Test: Akka Unbalanced Cobwebbed Tree OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Akka Unbalanced Cobwebbed Tree AMD Ryzen Threadripper 2950X 16-Core 3K 6K 9K 12K 15K SE +/- 208.59, N = 5 15670.80
Renaissance Test: Genetic Algorithm Using Jenetics + Futures OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Genetic Algorithm Using Jenetics + Futures AMD Ryzen Threadripper 2950X 16-Core 400 800 1200 1600 2000 SE +/- 10.98, N = 5 1715.98
Botan Test: KASUMI OpenBenchmarking.org MiB/s, More Is Better Botan 2.13.0 Test: KASUMI AMD Ryzen Threadripper 2950X 16-Core 20 40 60 80 100 SE +/- 0.16, N = 3 100.08 1. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
Botan Test: AES-256 OpenBenchmarking.org MiB/s, More Is Better Botan 2.13.0 Test: AES-256 AMD Ryzen Threadripper 2950X 16-Core 1200 2400 3600 4800 6000 SE +/- 16.02, N = 3 5758.89 1. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
Botan Test: Twofish OpenBenchmarking.org MiB/s, More Is Better Botan 2.13.0 Test: Twofish AMD Ryzen Threadripper 2950X 16-Core 80 160 240 320 400 SE +/- 1.25, N = 3 377.34 1. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
Botan Test: Blowfish OpenBenchmarking.org MiB/s, More Is Better Botan 2.13.0 Test: Blowfish AMD Ryzen Threadripper 2950X 16-Core 100 200 300 400 500 SE +/- 0.15, N = 3 465.23 1. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
Botan Test: CAST-256 OpenBenchmarking.org MiB/s, More Is Better Botan 2.13.0 Test: CAST-256 AMD Ryzen Threadripper 2950X 16-Core 30 60 90 120 150 SE +/- 1.34, N = 3 153.12 1. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
x264 H.264 Video Encoding OpenBenchmarking.org Frames Per Second, More Is Better x264 2019-12-17 H.264 Video Encoding AMD Ryzen Threadripper 2950X 16-Core 30 60 90 120 150 SE +/- 1.89, N = 3 138.96 1. (CC) gcc options: -ldl -m64 -lm -lpthread -O3 -ffast-math -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize
Tachyon Total Time OpenBenchmarking.org Seconds, Fewer Is Better Tachyon 0.99b6 Total Time AMD Ryzen Threadripper 2950X 16-Core 13 26 39 52 65 SE +/- 0.45, N = 3 58.89 1. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread
KeyDB OpenBenchmarking.org Ops/sec, More Is Better KeyDB 5.3.1 AMD Ryzen Threadripper 2950X 16-Core 80K 160K 240K 320K 400K SE +/- 3491.22, N = 3 353595.52 1. (CXX) g++ options: -O2 -levent -lpthread -lz -lpcre
Intel MPI Benchmarks Test: IMB-P2P PingPong OpenBenchmarking.org Average Msg/sec, More Is Better Intel MPI Benchmarks 2019.3 Test: IMB-P2P PingPong AMD Ryzen Threadripper 2950X 16-Core 1.1M 2.2M 3.3M 4.4M 5.5M SE +/- 13204.37, N = 3 5301874.94 MIN: 2702 / MAX: 12344361 1. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi
Intel MPI Benchmarks Test: IMB-MPI1 Exchange OpenBenchmarking.org Average Mbytes/sec, More Is Better Intel MPI Benchmarks 2019.3 Test: IMB-MPI1 Exchange AMD Ryzen Threadripper 2950X 16-Core 1100 2200 3300 4400 5500 SE +/- 7.29, N = 3 5189.42 MAX: 23005.89 1. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi
Intel MPI Benchmarks Test: IMB-MPI1 Exchange OpenBenchmarking.org Average usec, More Is Better Intel MPI Benchmarks 2019.3 Test: IMB-MPI1 Exchange AMD Ryzen Threadripper 2950X 16-Core 50 100 150 200 250 SE +/- 9.53, N = 3 210.26 MIN: 0.39 / MAX: 6767.58 1. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi
Intel MPI Benchmarks Test: IMB-MPI1 PingPong OpenBenchmarking.org Average Mbytes/sec, More Is Better Intel MPI Benchmarks 2019.3 Test: IMB-MPI1 PingPong AMD Ryzen Threadripper 2950X 16-Core 900 1800 2700 3600 4500 SE +/- 119.06, N = 15 4157.56 MIN: 3.08 / MAX: 14074.07 1. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi
Intel MPI Benchmarks Test: IMB-MPI1 Sendrecv OpenBenchmarking.org Average Mbytes/sec, More Is Better Intel MPI Benchmarks 2019.3 Test: IMB-MPI1 Sendrecv AMD Ryzen Threadripper 2950X 16-Core 900 1800 2700 3600 4500 SE +/- 49.81, N = 15 4100.04 MAX: 26739.18 1. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi
Intel MPI Benchmarks Test: IMB-MPI1 Sendrecv OpenBenchmarking.org Average usec, More Is Better Intel MPI Benchmarks 2019.3 Test: IMB-MPI1 Sendrecv AMD Ryzen Threadripper 2950X 16-Core 30 60 90 120 150 SE +/- 0.83, N = 15 111.74 MIN: 0.24 / MAX: 3353.4 1. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2020 Water Benchmark AMD Ryzen Threadripper 2950X 16-Core 0.252 0.504 0.756 1.008 1.26 SE +/- 0.003, N = 3 1.120 1. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
Numenta Anomaly Benchmark Detector: EXPoSE OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: EXPoSE AMD Ryzen Threadripper 2950X 16-Core 200 400 600 800 1000 SE +/- 11.46, N = 3 831.24
Numenta Anomaly Benchmark Detector: Relative Entropy OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Relative Entropy AMD Ryzen Threadripper 2950X 16-Core 4 8 12 16 20 SE +/- 0.03, N = 3 16.77
Numenta Anomaly Benchmark Detector: Windowed Gaussian OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Windowed Gaussian AMD Ryzen Threadripper 2950X 16-Core 2 4 6 8 10 SE +/- 0.089, N = 3 8.247
Numenta Anomaly Benchmark Detector: Earthgecko Skyline OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Earthgecko Skyline AMD Ryzen Threadripper 2950X 16-Core 20 40 60 80 100 SE +/- 1.21, N = 3 100.61
Numenta Anomaly Benchmark Detector: Bayesian Changepoint OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Bayesian Changepoint AMD Ryzen Threadripper 2950X 16-Core 9 18 27 36 45 SE +/- 0.61, N = 3 41.62
Mlpack Benchmark Benchmark: scikit_ica OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_ica AMD Ryzen Threadripper 2950X 16-Core 13 26 39 52 65 SE +/- 0.17, N = 3 56.03
Mlpack Benchmark Benchmark: scikit_qda OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_qda AMD Ryzen Threadripper 2950X 16-Core 15 30 45 60 75 SE +/- 0.35, N = 3 68.27
Mlpack Benchmark Benchmark: scikit_svm OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_svm AMD Ryzen Threadripper 2950X 16-Core 3 6 9 12 15 SE +/- 0.09, N = 3 12.28
Mlpack Benchmark Benchmark: scikit_linearridgeregression OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_linearridgeregression AMD Ryzen Threadripper 2950X 16-Core 0.6368 1.2736 1.9104 2.5472 3.184 SE +/- 0.01, N = 3 2.83
Phoronix Test Suite v10.8.4