3970X nov

AMD Ryzen Threadripper 3970X 32-Core testing with a ASUS ROG ZENITH II EXTREME (1201 BIOS) and AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB on Ubuntu 20.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2111127-PTS-3970XNOV13&grs.

3970X novProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionABCDAMD Ryzen Threadripper 3970X 32-Core @ 4.55GHz (32 Cores / 64 Threads)ASUS ROG ZENITH II EXTREME (1201 BIOS)AMD Starship/Matisse64GBSamsung SSD 980 PRO 500GBAMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (1750/875MHz)AMD Navi 10 HDMI AudioASUS VP28UAquantia AQC107 NBase-T/IEEE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.105.11.0-rc6-phx (x86_64) 20210203GNOME Shell 3.38.1X Server 1.20.94.6 Mesa 20.2.1 (LLVM 11.0.0)1.2.131GCC 10.3.0ext43840x2160OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-poYruo/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-poYruo/gcc-10-10.3.0/debian/tmp-gcn/usr,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-build-config=bootstrap-lto-lean --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 schedutil (Boost: Enabled) - CPU Microcode: 0x8301039Python Details- Python 3.8.10Security 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

3970X novpyhpc: CPU - TensorFlow - 262144 - Equation of Stateredis: GETredis: MIXpyhpc: CPU - PyTorch - 16384 - Isoneutral Mixingpyhpc: CPU - PyTorch - 1048576 - Equation of Statestargate: 96000 - 512stargate: 192000 - 512pyhpc: CPU - JAX - 262144 - Isoneutral Mixingpyhpc: CPU - Numpy - 65536 - Equation of Statestargate: 44100 - 512stargate: 44100 - 1024jpegxl: JPEG - 7jpegxl-decode: Alljpegxl: JPEG - 5redis: LPUSH and LPOP: lpushstargate: 96000 - 1024pyhpc: CPU - PyTorch - 4194304 - Isoneutral Mixingpyhpc: CPU - JAX - 4194304 - Isoneutral Mixingstargate: 480000 - 512pyhpc: CPU - PyTorch - 4194304 - Equation of Statepyhpc: CPU - Aesara - 262144 - Isoneutral Mixingpyhpc: CPU - Aesara - 1048576 - Equation of Statepyhpc: CPU - Numpy - 262144 - Equation of Statestargate: 192000 - 1024jpegxl-decode: 1pyhpc: CPU - Numba - 262144 - Isoneutral Mixingjpegxl: PNG - 7redis: SETjpegxl: PNG - 5redis: LPUSH and LPOP: lpoppyhpc: CPU - Numba - 1048576 - Isoneutral Mixinggimp: auto-levelsdav1d: Summer Nature 4Kpyhpc: CPU - TensorFlow - 4194304 - Equation of Statejpegxl: PNG - 8gimp: resizepyhpc: CPU - Numba - 4194304 - Equation of Statejpegxl: JPEG - 8gimp: rotategimp: unsharp-maskpyhpc: CPU - Numpy - 1048576 - Equation of Statepyhpc: CPU - Numba - 4194304 - Isoneutral Mixingpyhpc: CPU - Aesara - 4194304 - Isoneutral Mixingcompress-rar: Linux Source Tree Archiving To RARpyhpc: CPU - PyTorch - 262144 - Isoneutral Mixingpyhpc: CPU - Numpy - 4194304 - Isoneutral Mixingpyhpc: CPU - Aesara - 4194304 - Equation of Statepyhpc: CPU - JAX - 1048576 - Isoneutral Mixingblake2: gnupg: 2.7GB Sample File Encryptionblender: BMW27 - CPU-Onlypyhpc: CPU - Numpy - 4194304 - Equation of Statepyhpc: CPU - PyTorch - 1048576 - Isoneutral Mixingpyhpc: CPU - Numpy - 262144 - Isoneutral Mixingdav1d: Summer Nature 1080ppyhpc: CPU - Numpy - 1048576 - Isoneutral Mixingblender: Fishy Cat - CPU-Onlycp2k: Fayalite-FISTdav1d: Chimera 1080p 10-bitpyhpc: CPU - Aesara - 1048576 - Isoneutral Mixingdav1d: Chimera 1080pblender: Classroom - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlypyhpc: CPU - TensorFlow - 1048576 - Equation of Statepyhpc: CPU - TensorFlow - 16384 - Equation of Statepyhpc: CPU - PyTorch - 262144 - Equation of Statepyhpc: CPU - PyTorch - 65536 - Isoneutral Mixingpyhpc: CPU - PyTorch - 65536 - Equation of Statepyhpc: CPU - Numba - 1048576 - Equation of Statepyhpc: CPU - Aesara - 262144 - Equation of Statepyhpc: CPU - Numba - 262144 - Equation of Statepyhpc: CPU - Aesara - 65536 - Isoneutral Mixingpyhpc: CPU - Aesara - 65536 - Equation of Statepyhpc: CPU - Aesara - 16384 - Isoneutral Mixingpyhpc: CPU - Aesara - 16384 - Equation of Statepyhpc: CPU - Numpy - 65536 - Isoneutral Mixingpyhpc: CPU - Numpy - 16384 - Isoneutral Mixingpyhpc: CPU - Numpy - 16384 - Equation of Statepyhpc: CPU - Numba - 65536 - Isoneutral Mixingpyhpc: CPU - Numba - 65536 - Equation of Statepyhpc: CPU - Numba - 16384 - Isoneutral Mixingpyhpc: CPU - Numba - 16384 - Equation of Statepyhpc: CPU - JAX - 4194304 - Equation of Statepyhpc: CPU - JAX - 1048576 - Equation of Statepyhpc: CPU - JAX - 262144 - Equation of Statepyhpc: CPU - JAX - 65536 - Isoneutral Mixingpyhpc: CPU - JAX - 65536 - Equation of Statepyhpc: CPU - JAX - 16384 - Isoneutral Mixingpyhpc: CPU - TensorFlow - 65536 - Equation of Statestargate: 480000 - 1024ABCD0.006799815.35571592.890.0050.0213.9721972.7401160.0830.0135.3476975.86758292.52280.0392.711263299.084.3499251.4330.6255.2416020.0880.0710.0760.0522.99838357.100.06110.22420795.3882.571274703.080.27213.130361.200.1270.887.4090.24430.9311.01717.1340.2261.1621.37773.6940.0662.2130.3060.1575.2364.92643.951.1490.3290.118709.090.54258.93479.296584.230.332753.32119.15177.25136.110.0280.0010.0050.0160.0020.0610.0190.0150.0190.0050.0050.0010.0280.0070.0020.0160.0040.0040.0010.0280.0090.0010.0190.0010.0030.0025.4029260.012454153.84419897.860.0040.0244.0582122.5168860.0790.0135.444325.95879389.44273.0389.381242081.754.2002321.4380.6425.2986340.0920.0680.0750.052.88512155.850.05910.04413611.9281.091245795.380.27813.362368.290.1290.97.4840.23930.6411.12417.3830.2271.1741.35474.4930.0652.2460.3090.1585.2665.04243.541.1380.3310.117704.770.53859.36480.969580.360.332751.01118.66176.81360.0280.0010.0050.0160.0020.0610.0190.0150.0190.0050.0050.0010.0280.0070.0020.0160.0040.0040.0010.0280.0090.0010.0190.0010.0030.0035.7209910.011446761.56423297.560.0040.0213.6262812.7494810.0860.0125.693615.90491288.95265.9888.521296186.624.4207311.5050.6555.4773040.0880.070.0780.052.96279155.170.0619.89407951.2180.4512742140.2813.227369.850.130.97.4820.24430.6811.10117.0620.2231.1821.3774.8720.0652.2390.310.1595.2964.35943.491.1420.3320.117703.450.5459.11477.581582.30.33749.72118.65176.7135.870.0280.0010.0050.0160.0020.0610.0190.0150.0190.0050.0050.0010.0280.0070.0020.0160.0040.0040.0010.0280.0090.0010.0190.0010.0030.0045.490929440793.3423876.624.1177542.5493825.5299135.60673887.23264.1487.6312310884.3532455.2390982.92671755.1910.0180.051284861.8813.451361.770.897.3230.3111.23217.355.26704.56480.144580.44753.095.107798OpenBenchmarking.org

PyHPC Benchmarks

Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of StateABC0.00270.00540.00810.01080.0135SE +/- 0.000, N = 30.0060.0120.011

Redis Memtier / Redis Benchmark

Test: GET

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: GETABCD200K400K600K800K1000KSE +/- 7599.50, N = 3799815.35454153.84446761.56440793.301. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.0.6 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=ca474e00afe358bb

Redis Memtier / Redis Benchmark

Test: MIX

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: MIXABCD120K240K360K480K600KSE +/- 6127.55, N = 12571592.89419897.86423297.56423876.621. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.0.6 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=ca474e00afe358bb

PyHPC Benchmarks

Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral MixingABC0.00110.00220.00330.00440.0055SE +/- 0.000, N = 30.0050.0040.004

PyHPC Benchmarks

Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of StateABC0.00540.01080.01620.02160.027SE +/- 0.000, N = 150.0210.0240.021

Stargate Digital Audio Workstation

Sample Rate: 96000 - Buffer Size: 512

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 96000 - Buffer Size: 512ABCD0.92651.8532.77953.7064.6325SE +/- 0.049873, N = 153.9721974.0582123.6262814.1177541. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Stargate Digital Audio Workstation

Sample Rate: 192000 - Buffer Size: 512

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 192000 - Buffer Size: 512ABCD0.61861.23721.85582.47443.093SE +/- 0.003761, N = 32.7401162.5168862.7494812.5493821. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

PyHPC Benchmarks

Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral MixingABC0.01940.03880.05820.07760.097SE +/- 0.001, N = 150.0830.0790.086

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of StateABC0.00290.00580.00870.01160.0145SE +/- 0.000, N = 30.0130.0130.012

Stargate Digital Audio Workstation

Sample Rate: 44100 - Buffer Size: 512

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 44100 - Buffer Size: 512ABCD1.28112.56223.84335.12446.4055SE +/- 0.074344, N = 155.3476975.4443205.6936105.5299131. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Stargate Digital Audio Workstation

Sample Rate: 44100 - Buffer Size: 1024

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 44100 - Buffer Size: 1024ABCD1.34072.68144.02215.36286.7035SE +/- 0.066526, N = 35.8675825.9587935.9049125.6067381. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

JPEG XL libjxl

Input: JPEG - Encode Speed: 7

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: JPEG - Encode Speed: 7ABCD20406080100SE +/- 0.13, N = 392.5289.4488.9587.231. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie

JPEG XL Decoding libjxl

CPU Threads: All

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding libjxl 0.6.1CPU Threads: AllABCD60120180240300SE +/- 1.79, N = 3280.03273.03265.98264.14

JPEG XL libjxl

Input: JPEG - Encode Speed: 5

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: JPEG - Encode Speed: 5ABCD20406080100SE +/- 0.15, N = 392.7189.3888.5287.631. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie

Redis Memtier / Redis Benchmark

Test: LPUSH and LPOP: lpush

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpushABCD300K600K900K1200K1500KSE +/- 21254.67, N = 31263299.081242081.751296186.621231088.001. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.0.6 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=ca474e00afe358bb

Stargate Digital Audio Workstation

Sample Rate: 96000 - Buffer Size: 1024

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 96000 - Buffer Size: 1024ABCD0.99471.98942.98413.97884.9735SE +/- 0.040303, N = 34.3499254.2002324.4207314.3532451. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

PyHPC Benchmarks

Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral MixingABC0.33860.67721.01581.35441.693SE +/- 0.016, N = 31.4331.4381.505

PyHPC Benchmarks

Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral MixingABC0.14740.29480.44220.58960.737SE +/- 0.001, N = 30.6250.6420.655

Stargate Digital Audio Workstation

Sample Rate: 480000 - Buffer Size: 512

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 480000 - Buffer Size: 512ABCD1.23242.46483.69724.92966.162SE +/- 0.062416, N = 155.2416025.2986345.4773045.2390981. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

PyHPC Benchmarks

Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of StateABC0.02070.04140.06210.08280.1035SE +/- 0.000, N = 30.0880.0920.088

PyHPC Benchmarks

Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral MixingABC0.0160.0320.0480.0640.08SE +/- 0.000, N = 30.0710.0680.070

PyHPC Benchmarks

Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of StateABC0.01760.03520.05280.07040.088SE +/- 0.000, N = 30.0760.0750.078

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of StateABC0.01170.02340.03510.04680.0585SE +/- 0.000, N = 30.0520.0500.050

Stargate Digital Audio Workstation

Sample Rate: 192000 - Buffer Size: 1024

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 192000 - Buffer Size: 1024ABCD0.67461.34922.02382.69843.373SE +/- 0.007337, N = 32.9983832.8851212.9627912.9267171. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

JPEG XL Decoding libjxl

CPU Threads: 1

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding libjxl 0.6.1CPU Threads: 1ABCD1326395265SE +/- 0.02, N = 357.1055.8555.1755.19

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral MixingABC0.01370.02740.04110.05480.0685SE +/- 0.000, N = 30.0610.0590.061

JPEG XL libjxl

Input: PNG - Encode Speed: 7

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: PNG - Encode Speed: 7ABCD3691215SE +/- 0.02, N = 310.2210.049.8910.011. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie

Redis Memtier / Redis Benchmark

Test: SET

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: SETABC90K180K270K360K450KSE +/- 5155.77, N = 3420795.38413611.92407951.211. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.0.6 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=ca474e00afe358bb

JPEG XL libjxl

Input: PNG - Encode Speed: 5

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: PNG - Encode Speed: 5ABCD20406080100SE +/- 0.40, N = 382.5781.0980.4580.051. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie

Redis Memtier / Redis Benchmark

Test: LPUSH and LPOP: lpop

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpopABCD300K600K900K1200K1500KSE +/- 13243.47, N = 31274703.081245795.381274214.001284861.881. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.0.6 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=ca474e00afe358bb

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral MixingABC0.0630.1260.1890.2520.315SE +/- 0.002, N = 30.2720.2780.280

GIMP

Test: auto-levels

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsABCD3691215SE +/- 0.10, N = 313.1313.3613.2313.45

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.2Video Input: Summer Nature 4KABCD80160240320400SE +/- 2.77, N = 3361.20368.29369.85361.77MIN: 246.61 / MAX: 399.41MIN: 261.01 / MAX: 402.47MIN: 269.75 / MAX: 409.38MIN: 275.92 / MAX: 394.691. (CC) gcc options: -pthread -lm

PyHPC Benchmarks

Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of StateABC0.02930.05860.08790.11720.1465SE +/- 0.001, N = 30.1270.1290.130

JPEG XL libjxl

Input: PNG - Encode Speed: 8

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: PNG - Encode Speed: 8ABCD0.20250.4050.60750.811.0125SE +/- 0.00, N = 30.880.900.900.891. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie

GIMP

Test: resize

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizeABCD246810SE +/- 0.027, N = 37.4097.4847.4827.320

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of StateABC0.05490.10980.16470.21960.2745SE +/- 0.000, N = 30.2440.2390.244

JPEG XL libjxl

Input: JPEG - Encode Speed: 8

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: JPEG - Encode Speed: 8ABCD714212835SE +/- 0.06, N = 330.9330.6430.6830.311. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie

GIMP

Test: rotate

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotateABCD3691215SE +/- 0.01, N = 311.0211.1211.1011.23

GIMP

Test: unsharp-mask

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskABCD48121620SE +/- 0.06, N = 317.1317.3817.0617.35

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of StateABC0.05110.10220.15330.20440.2555SE +/- 0.000, N = 30.2260.2270.223

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral MixingABC0.2660.5320.7981.0641.33SE +/- 0.002, N = 31.1621.1741.182

PyHPC Benchmarks

Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral MixingABC0.30980.61960.92941.23921.549SE +/- 0.003, N = 31.3771.3541.370

RAR Compression

Linux Source Tree Archiving To RAR

OpenBenchmarking.orgSeconds, Fewer Is BetterRAR Compression 6.0.2Linux Source Tree Archiving To RARABC20406080100SE +/- 0.57, N = 373.6974.4974.87

PyHPC Benchmarks

Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral MixingABC0.01490.02980.04470.05960.0745SE +/- 0.000, N = 30.0660.0650.065

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral MixingABC0.50541.01081.51622.02162.527SE +/- 0.011, N = 32.2132.2462.239

PyHPC Benchmarks

Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of StateABC0.06980.13960.20940.27920.349SE +/- 0.003, N = 30.3060.3090.310

PyHPC Benchmarks

Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral MixingABC0.03580.07160.10740.14320.179SE +/- 0.001, N = 30.1570.1580.159

BLAKE2

OpenBenchmarking.orgCycles Per Byte, Fewer Is BetterBLAKE2 20170307ABCD1.19032.38063.57094.76125.9515SE +/- 0.03, N = 35.235.265.295.261. (CC) gcc options: -O3 -march=native -lcrypto -lz

GnuPG

2.7GB Sample File Encryption

OpenBenchmarking.orgSeconds, Fewer Is BetterGnuPG 2.2.272.7GB Sample File EncryptionABC1530456075SE +/- 0.36, N = 364.9365.0464.361. (CC) gcc options: -O2

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyABC1020304050SE +/- 0.14, N = 343.9543.5443.49

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of StateABC0.25850.5170.77551.0341.2925SE +/- 0.001, N = 31.1491.1381.142

PyHPC Benchmarks

Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral MixingABC0.07470.14940.22410.29880.3735SE +/- 0.001, N = 30.3290.3310.332

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral MixingABC0.02660.05320.07980.10640.133SE +/- 0.000, N = 30.1180.1170.117

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.2Video Input: Summer Nature 1080pABCD150300450600750SE +/- 2.04, N = 3709.09704.77703.45704.56MIN: 529.03 / MAX: 798.63MIN: 523.05 / MAX: 790.86MIN: 530.81 / MAX: 789.73MIN: 526.46 / MAX: 794.161. (CC) gcc options: -pthread -lm

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral MixingABC0.1220.2440.3660.4880.61SE +/- 0.001, N = 30.5420.5380.540

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CPU-OnlyABC1326395265SE +/- 0.06, N = 358.9359.3659.11

CP2K Molecular Dynamics

Input: Fayalite-FIST

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 8.2Input: Fayalite-FISTABCD100200300400500479.30480.97477.58480.14

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.2Video Input: Chimera 1080p 10-bitABCD130260390520650SE +/- 0.61, N = 3584.23580.36582.30580.44MIN: 455.28 / MAX: 758.11MIN: 454.7 / MAX: 749.01MIN: 455.48 / MAX: 754.61MIN: 454.29 / MAX: 750.91. (CC) gcc options: -pthread -lm

PyHPC Benchmarks

Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral MixingABC0.07470.14940.22410.29880.3735SE +/- 0.001, N = 30.3320.3320.330

dav1d

Video Input: Chimera 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.2Video Input: Chimera 1080pABCD160320480640800SE +/- 0.39, N = 3753.32751.01749.72753.09MIN: 573.88 / MAX: 964.27MIN: 575.42 / MAX: 961.37MIN: 573.26 / MAX: 959.83MIN: 575.55 / MAX: 964.261. (CC) gcc options: -pthread -lm

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyABC306090120150SE +/- 0.11, N = 3119.15118.66118.65

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyABC4080120160200SE +/- 0.29, N = 3177.25176.80176.70

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CPU-OnlyABC306090120150SE +/- 0.06, N = 3136.11136.00135.87

PyHPC Benchmarks

Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of StateABC0.00630.01260.01890.02520.0315SE +/- 0.000, N = 30.0280.0280.028

PyHPC Benchmarks

Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of StateABC0.00020.00040.00060.00080.001SE +/- 0.000, N = 30.0010.0010.001

PyHPC Benchmarks

Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of StateABC0.00110.00220.00330.00440.0055SE +/- 0.000, N = 30.0050.0050.005

PyHPC Benchmarks

Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral MixingABC0.00360.00720.01080.01440.018SE +/- 0.000, N = 30.0160.0160.016

PyHPC Benchmarks

Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of StateABC0.00050.0010.00150.0020.0025SE +/- 0.000, N = 30.0020.0020.002

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of StateABC0.01370.02740.04110.05480.0685SE +/- 0.000, N = 30.0610.0610.061

PyHPC Benchmarks

Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of StateABC0.00430.00860.01290.01720.0215SE +/- 0.000, N = 30.0190.0190.019

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of StateABC0.00340.00680.01020.01360.017SE +/- 0.000, N = 30.0150.0150.015

PyHPC Benchmarks

Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral MixingABC0.00430.00860.01290.01720.0215SE +/- 0.000, N = 30.0190.0190.019

PyHPC Benchmarks

Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of StateABC0.00110.00220.00330.00440.0055SE +/- 0.000, N = 30.0050.0050.005

PyHPC Benchmarks

Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral MixingABC0.00110.00220.00330.00440.0055SE +/- 0.000, N = 30.0050.0050.005

PyHPC Benchmarks

Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of StateABC0.00020.00040.00060.00080.001SE +/- 0.000, N = 30.0010.0010.001

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral MixingABC0.00630.01260.01890.02520.0315SE +/- 0.000, N = 30.0280.0280.028

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral MixingABC0.00160.00320.00480.00640.008SE +/- 0.000, N = 30.0070.0070.007

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of StateABC0.00050.0010.00150.0020.0025SE +/- 0.000, N = 30.0020.0020.002

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral MixingABC0.00360.00720.01080.01440.018SE +/- 0.000, N = 30.0160.0160.016

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of StateABC0.00090.00180.00270.00360.0045SE +/- 0.000, N = 30.0040.0040.004

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral MixingABC0.00090.00180.00270.00360.0045SE +/- 0.000, N = 30.0040.0040.004

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of StateABC0.00020.00040.00060.00080.001SE +/- 0.000, N = 30.0010.0010.001

PyHPC Benchmarks

Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of StateABC0.00630.01260.01890.02520.0315SE +/- 0.000, N = 30.0280.0280.028

PyHPC Benchmarks

Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of StateABC0.0020.0040.0060.0080.01SE +/- 0.000, N = 30.0090.0090.009

PyHPC Benchmarks

Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of StateABC0.00020.00040.00060.00080.001SE +/- 0.000, N = 30.0010.0010.001

PyHPC Benchmarks

Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral MixingABC0.00430.00860.01290.01720.0215SE +/- 0.000, N = 50.0190.0190.019

PyHPC Benchmarks

Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of StateABC0.00020.00040.00060.00080.001SE +/- 0.000, N = 30.0010.0010.001

PyHPC Benchmarks

Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral MixingABC0.00070.00140.00210.00280.0035SE +/- 0.000, N = 30.0030.0030.003

PyHPC Benchmarks

Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of StateABC0.00090.00180.00270.00360.0045SE +/- 0.000, N = 150.0020.0030.004

Stargate Digital Audio Workstation

Sample Rate: 480000 - Buffer Size: 1024

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 480000 - Buffer Size: 1024ABCD1.28722.57443.86165.14886.436SE +/- 0.107478, N = 155.4029265.7209915.4909295.1077981. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions


Phoronix Test Suite v10.8.4