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&grr&sor.

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 novredis: MIXjpegxl: PNG - 8cp2k: Fayalite-FISTblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyredis: SETredis: GETstargate: 96000 - 512blender: Classroom - CPU-Onlypyhpc: CPU - Numpy - 4194304 - Isoneutral Mixingjpegxl: PNG - 7stargate: 480000 - 512stargate: 480000 - 1024stargate: 44100 - 512pyhpc: CPU - PyTorch - 4194304 - Isoneutral Mixingpyhpc: CPU - Aesara - 4194304 - Isoneutral Mixingcompress-rar: Linux Source Tree Archiving To RARpyhpc: CPU - JAX - 262144 - Isoneutral Mixingpyhpc: CPU - Numba - 4194304 - Isoneutral Mixingpyhpc: CPU - JAX - 4194304 - Isoneutral Mixinggnupg: 2.7GB Sample File Encryptionstargate: 192000 - 512blender: Fishy Cat - CPU-Onlystargate: 192000 - 1024redis: LPUSH and LPOP: lpushredis: LPUSH and LPOP: lpoppyhpc: CPU - PyTorch - 1048576 - Equation of Statejpegxl-decode: 1blender: BMW27 - CPU-Onlypyhpc: CPU - Numpy - 4194304 - Equation of Statepyhpc: CPU - Numba - 4194304 - Equation of Statestargate: 96000 - 1024pyhpc: CPU - PyTorch - 65536 - Isoneutral Mixingpyhpc: CPU - PyTorch - 65536 - Equation of Statepyhpc: CPU - Numpy - 1048576 - Equation of Statepyhpc: CPU - PyTorch - 4194304 - Equation of Statepyhpc: CPU - JAX - 65536 - Equation of Statestargate: 44100 - 1024pyhpc: CPU - TensorFlow - 4194304 - Equation of Statepyhpc: CPU - Numpy - 1048576 - Isoneutral Mixingpyhpc: CPU - Aesara - 262144 - Equation of Statejpegxl-decode: Allpyhpc: CPU - Aesara - 1048576 - Isoneutral Mixingpyhpc: CPU - Numpy - 262144 - Isoneutral Mixingpyhpc: CPU - TensorFlow - 65536 - Equation of Statepyhpc: CPU - Aesara - 16384 - Isoneutral Mixingpyhpc: CPU - PyTorch - 1048576 - Isoneutral Mixingpyhpc: CPU - Numba - 262144 - Equation of Statepyhpc: CPU - Aesara - 262144 - Isoneutral Mixingpyhpc: CPU - Aesara - 16384 - Equation of Statedav1d: Chimera 1080p 10-bitpyhpc: CPU - JAX - 1048576 - Isoneutral Mixingpyhpc: CPU - TensorFlow - 16384 - Equation of Statepyhpc: CPU - Numba - 1048576 - Isoneutral Mixingpyhpc: CPU - PyTorch - 262144 - Isoneutral Mixinggimp: unsharp-maskjpegxl: PNG - 5pyhpc: CPU - TensorFlow - 262144 - Equation of Statepyhpc: CPU - Numba - 262144 - Isoneutral Mixingpyhpc: CPU - JAX - 4194304 - Equation of Statepyhpc: CPU - PyTorch - 262144 - Equation of Statepyhpc: CPU - JAX - 1048576 - Equation of Statepyhpc: CPU - Numpy - 65536 - Equation of Statedav1d: Chimera 1080ppyhpc: CPU - Aesara - 4194304 - Equation of Statepyhpc: CPU - Numba - 16384 - Equation of Statejpegxl: JPEG - 5pyhpc: CPU - Aesara - 1048576 - Equation of Stategimp: auto-levelspyhpc: CPU - JAX - 16384 - Isoneutral Mixingjpegxl: JPEG - 7pyhpc: CPU - Numpy - 16384 - Isoneutral Mixingpyhpc: CPU - JAX - 65536 - Isoneutral Mixingpyhpc: CPU - Numba - 1048576 - Equation of Statepyhpc: CPU - PyTorch - 16384 - Isoneutral Mixinggimp: rotatedav1d: Summer Nature 4Kjpegxl: JPEG - 8pyhpc: CPU - Aesara - 65536 - Isoneutral Mixingpyhpc: CPU - Numba - 16384 - Isoneutral Mixingpyhpc: CPU - Aesara - 65536 - Equation of Statepyhpc: CPU - TensorFlow - 1048576 - Equation of Statepyhpc: CPU - Numpy - 262144 - Equation of Stategimp: resizepyhpc: CPU - JAX - 262144 - Equation of Statepyhpc: CPU - Numba - 65536 - Equation of Statepyhpc: CPU - Numpy - 65536 - Isoneutral Mixingdav1d: Summer Nature 1080ppyhpc: CPU - Numba - 65536 - Isoneutral Mixingpyhpc: CPU - Numpy - 16384 - Equation of Stateblake2: pyhpc: CPU - TensorFlow - 4194304 - Isoneutral MixingABCD571592.890.88479.296177.25136.11420795.38799815.353.972197119.152.21310.225.2416025.4029265.3476971.4331.37773.6940.0831.1620.62564.9262.74011658.932.9983831263299.081274703.080.02157.1043.951.1490.2444.3499250.0160.0020.2260.0880.0015.8675820.1270.5420.019280.030.3320.1180.0020.0050.3290.0150.0710.001584.230.1570.0010.2720.06617.13482.570.0060.0610.0280.0050.0090.013753.320.3060.00192.710.07613.1300.00392.520.0070.0190.0610.00511.017361.2030.930.0190.0040.0050.0280.0527.4090.0010.0040.028709.090.0160.0025.23419897.860.9480.969176.8136413611.92454153.844.058212118.662.24610.045.2986345.7209915.444321.4381.35474.4930.0791.1740.64265.0422.51688659.362.8851211242081.751245795.380.02455.8543.541.1380.2394.2002320.0160.0020.2270.0920.0015.9587930.1290.5380.019273.030.3320.1170.0030.0050.3310.0150.0680.001580.360.1580.0010.2780.06517.38381.090.0120.0590.0280.0050.0090.013751.010.3090.00189.380.07513.3620.00389.440.0070.0190.0610.00411.124368.2930.640.0190.0040.0050.0280.057.4840.0010.0040.028704.770.0160.0025.26423297.560.9477.581176.7135.87407951.21446761.563.626281118.652.2399.895.4773045.4909295.693611.5051.3774.8720.0861.1820.65564.3592.74948159.112.9627911296186.6212742140.02155.1743.491.1420.2444.4207310.0160.0020.2230.0880.0015.9049120.130.540.019265.980.330.1170.0040.0050.3320.0150.070.001582.30.1590.0010.280.06517.06280.450.0110.0610.0280.0050.0090.012749.720.310.00188.520.07813.2270.00388.950.0070.0190.0610.00411.101369.8530.680.0190.0040.0050.0280.057.4820.0010.0040.028703.450.0160.0025.29423876.620.89480.144440793.34.11775410.015.2390985.1077985.5299132.5493822.92671712310881284861.8855.194.3532455.606738264.14580.4417.3580.05753.0987.6313.45187.2311.232361.7730.317.32704.565.26OpenBenchmarking.org

Redis Memtier / Redis Benchmark

Test: MIX

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: MIXADCB120K240K360K480K600KSE +/- 6127.55, N = 12571592.89423876.62423297.56419897.861. (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: 8

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: PNG - Encode Speed: 8CBDA0.20250.4050.60750.811.0125SE +/- 0.00, N = 30.900.900.890.881. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie

CP2K Molecular Dynamics

Input: Fayalite-FIST

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 8.2Input: Fayalite-FISTCADB100200300400500477.58479.30480.14480.97

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyCBA4080120160200SE +/- 0.29, N = 3176.70176.80177.25

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CPU-OnlyCBA306090120150SE +/- 0.06, N = 3135.87136.00136.11

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

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

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: 512DBAC0.92651.8532.77953.7064.6325SE +/- 0.049873, N = 154.1177544.0582123.9721973.6262811. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyCBA306090120150SE +/- 0.11, N = 3118.65118.66119.15

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 MixingACB0.50541.01081.51622.02162.527SE +/- 0.011, N = 32.2132.2392.246

JPEG XL libjxl

Input: PNG - Encode Speed: 7

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: PNG - Encode Speed: 7ABDC3691215SE +/- 0.02, N = 310.2210.0410.019.891. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie

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: 512CBAD1.23242.46483.69724.92966.162SE +/- 0.062416, N = 155.4773045.2986345.2416025.2390981. (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: 480000 - Buffer Size: 1024

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 480000 - Buffer Size: 1024BCAD1.28722.57443.86165.14886.436SE +/- 0.107478, N = 155.7209915.4909295.4029265.1077981. (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: 512

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 44100 - Buffer Size: 512CDBA1.28112.56223.84335.12446.4055SE +/- 0.074344, N = 155.6936105.5299135.4443205.3476971. (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: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral MixingBCA0.30980.61960.92941.23921.549SE +/- 0.003, N = 31.3541.3701.377

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: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral MixingBAC0.01940.03880.05820.07760.097SE +/- 0.001, N = 150.0790.0830.086

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: 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

GnuPG

2.7GB Sample File Encryption

OpenBenchmarking.orgSeconds, Fewer Is BetterGnuPG 2.2.272.7GB Sample File EncryptionCAB1530456075SE +/- 0.36, N = 364.3664.9365.041. (CC) gcc options: -O2

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: 512CADB0.61861.23721.85582.47443.093SE +/- 0.003761, N = 32.7494812.7401162.5493822.5168861. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CPU-OnlyACB1326395265SE +/- 0.06, N = 358.9359.1159.36

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: 1024ACDB0.67461.34922.02382.69843.373SE +/- 0.007337, N = 32.9983832.9627912.9267172.8851211. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Redis Memtier / Redis Benchmark

Test: LPUSH and LPOP: lpush

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpushCABD300K600K900K1200K1500KSE +/- 21254.67, N = 31296186.621263299.081242081.751231088.001. (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

Redis Memtier / Redis Benchmark

Test: LPUSH and LPOP: lpop

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpopDACB300K600K900K1200K1500KSE +/- 13243.47, N = 31284861.881274703.081274214.001245795.381. (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: 1048576 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of StateACB0.00540.01080.01620.02160.027SE +/- 0.000, N = 150.0210.0210.024

JPEG XL Decoding libjxl

CPU Threads: 1

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding libjxl 0.6.1CPU Threads: 1ABDC1326395265SE +/- 0.02, N = 357.1055.8555.1955.17

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyCBA1020304050SE +/- 0.14, N = 343.4943.5443.95

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 StateBCA0.25850.5170.77551.0341.2925SE +/- 0.001, N = 31.1381.1421.149

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 StateBAC0.05490.10980.16470.21960.2745SE +/- 0.000, N = 30.2390.2440.244

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: 1024CDAB0.99471.98942.98413.97884.9735SE +/- 0.040303, N = 34.4207314.3532454.3499254.2002321. (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: 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: 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 StateCAB0.05110.10220.15330.20440.2555SE +/- 0.000, N = 30.2230.2260.227

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 StateACB0.02070.04140.06210.08280.1035SE +/- 0.000, N = 30.0880.0880.092

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

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: 1024BCAD1.34072.68144.02215.36286.7035SE +/- 0.066526, N = 35.9587935.9049125.8675825.6067381. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

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

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 MixingBCA0.1220.2440.3660.4880.61SE +/- 0.001, N = 30.5380.5400.542

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

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

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 MixingCAB0.07470.14940.22410.29880.3735SE +/- 0.001, N = 30.3300.3320.332

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 MixingBCA0.02660.05320.07980.10640.133SE +/- 0.000, N = 30.1170.1170.118

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

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: 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: 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: 262144 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral MixingBCA0.0160.0320.0480.0640.08SE +/- 0.000, N = 30.0680.0700.071

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

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.2Video Input: Chimera 1080p 10-bitACDB130260390520650SE +/- 0.61, N = 3584.23582.30580.44580.36MIN: 455.28 / MAX: 758.11MIN: 455.48 / MAX: 754.61MIN: 454.29 / MAX: 750.9MIN: 454.7 / MAX: 749.011. (CC) gcc options: -pthread -lm

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

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: 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

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 MixingBCA0.01490.02980.04470.05960.0745SE +/- 0.000, N = 30.0650.0650.066

GIMP

Test: unsharp-mask

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskCADB48121620SE +/- 0.06, N = 317.0617.1317.3517.38

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

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 StateACB0.00270.00540.00810.01080.0135SE +/- 0.000, N = 30.0060.0110.012

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 MixingBAC0.01370.02740.04110.05480.0685SE +/- 0.000, N = 30.0590.0610.061

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: 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: 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: 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 StateCAB0.00290.00580.00870.01160.0145SE +/- 0.000, N = 30.0120.0130.013

dav1d

Video Input: Chimera 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.2Video Input: Chimera 1080pADBC160320480640800SE +/- 0.39, N = 3753.32753.09751.01749.72MIN: 573.88 / MAX: 964.27MIN: 575.55 / MAX: 964.26MIN: 575.42 / MAX: 961.37MIN: 573.26 / MAX: 959.831. (CC) gcc options: -pthread -lm

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: 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

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

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 StateBAC0.01760.03520.05280.07040.088SE +/- 0.000, N = 30.0750.0760.078

GIMP

Test: auto-levels

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsACBD3691215SE +/- 0.10, N = 313.1313.2313.3613.45

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

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

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: 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: 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: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral MixingBCA0.00110.00220.00330.00440.0055SE +/- 0.000, N = 30.0040.0040.005

GIMP

Test: rotate

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotateACBD3691215SE +/- 0.01, N = 311.0211.1011.1211.23

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.2Video Input: Summer Nature 4KCBDA80160240320400SE +/- 2.77, N = 3369.85368.29361.77361.20MIN: 269.75 / MAX: 409.38MIN: 261.01 / MAX: 402.47MIN: 275.92 / MAX: 394.69MIN: 246.61 / MAX: 399.411. (CC) gcc options: -pthread -lm

JPEG XL libjxl

Input: JPEG - Encode Speed: 8

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: JPEG - Encode Speed: 8ACBD714212835SE +/- 0.06, N = 330.9330.6830.6430.311. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie

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: 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: 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: 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: 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 StateBCA0.01170.02340.03510.04680.0585SE +/- 0.000, N = 30.0500.0500.052

GIMP

Test: resize

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizeDACB246810SE +/- 0.027, N = 37.3207.4097.4827.484

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: 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: 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

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.2Video Input: Summer Nature 1080pABDC150300450600750SE +/- 2.04, N = 3709.09704.77704.56703.45MIN: 529.03 / MAX: 798.63MIN: 523.05 / MAX: 790.86MIN: 526.46 / MAX: 794.16MIN: 530.81 / MAX: 789.731. (CC) gcc options: -pthread -lm

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: 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

BLAKE2

OpenBenchmarking.orgCycles Per Byte, Fewer Is BetterBLAKE2 20170307ABDC1.19032.38063.57094.76125.9515SE +/- 0.03, N = 35.235.265.265.291. (CC) gcc options: -O3 -march=native -lcrypto -lz


Phoronix Test Suite v10.8.4