3700X October

AMD Ryzen 7 3700X 8-Core testing with a Gigabyte A320M-S2H-CF (F52a BIOS) and HIS AMD Radeon HD 7750/8740 / R7 250E 1GB 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 2110281-TJ-3700XOCTO64
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October 28 2021
  1 Hour, 7 Minutes
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October 28 2021
  1 Hour, 5 Minutes
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October 28 2021
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3700X OctoberOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 7 3700X 8-Core @ 3.60GHz (8 Cores / 16 Threads)Gigabyte A320M-S2H-CF (F52a BIOS)AMD Starship/Matisse8GB240GB TOSHIBA RC100HIS AMD Radeon HD 7750/8740 / R7 250E 1GBAMD Oland/Hainan/CapeDELL S2409WRealtek RTL8111/8168/8411Ubuntu 20.045.8.1-050801-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.94.5 Mesa 20.0.8 (LLVM 10.0.0)GCC 9.3.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen Resolution3700X October BenchmarksSystem Logs- Transparent Huge Pages: madvise- --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=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/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-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 - Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0x8701021 - Python 3.8.10- 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

ABCResult OverviewPhoronix Test Suite100%101%103%104%GIMPRAR CompressionPyHPC BenchmarksKvazaarAOM AV1Zstd CompressionASTC EncoderOpenSSL

3700X Octoberaom-av1: Speed 4 Two-Pass - Bosphorus 4Kaom-av1: Speed 0 Two-Pass - Bosphorus 4Kpyhpc: CPU - Numpy - 4194304 - Isoneutral Mixingcompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedaom-av1: Speed 6 Two-Pass - Bosphorus 4Kpyhpc: CPU - JAX - 16384 - Isoneutral Mixingastcenc: Exhaustivekvazaar: Bosphorus 4K - Slowpyhpc: CPU - PyTorch - 4194304 - Isoneutral Mixingaom-av1: Speed 4 Two-Pass - Bosphorus 1080paom-av1: Speed 6 Realtime - Bosphorus 1080ppyhpc: CPU - Theano - 4194304 - Isoneutral Mixingkvazaar: Bosphorus 4K - Mediumpyhpc: CPU - Bohrium - 4194304 - Isoneutral Mixingpyhpc: CPU - JAX - 262144 - Equation of Stateaom-av1: Speed 0 Two-Pass - Bosphorus 1080pcompress-rar: Linux Source Tree Archiving To RARpyhpc: CPU - JAX - 4194304 - Isoneutral Mixingaom-av1: Speed 6 Realtime - Bosphorus 4Kpyhpc: CPU - JAX - 1048576 - Isoneutral Mixingpyhpc: CPU - Numba - 4194304 - Isoneutral Mixingpyhpc: CPU - Numba - 1048576 - Isoneutral Mixingcompress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedpyhpc: CPU - Numpy - 4194304 - Equation of Statepyhpc: CPU - Theano - 4194304 - Equation of Statepyhpc: CPU - Numpy - 65536 - Isoneutral Mixingpyhpc: CPU - Bohrium - 4194304 - Equation of Statepyhpc: CPU - Theano - 65536 - Isoneutral Mixingpyhpc: CPU - JAX - 65536 - Isoneutral Mixingpyhpc: CPU - Numba - 4194304 - Equation of Statepyhpc: CPU - JAX - 1048576 - Equation of Statecompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 3, Long Mode - Decompression Speedcompress-zstd: 3, Long Mode - Compression Speedcompress-zstd: 3 - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 8 - Compression Speedkvazaar: Bosphorus 4K - Very Fastaom-av1: Speed 6 Two-Pass - Bosphorus 1080ppyhpc: CPU - Numba - 65536 - Isoneutral Mixingpyhpc: CPU - Bohrium - 65536 - Equation of Statepyhpc: CPU - Theano - 16384 - Isoneutral Mixingpyhpc: CPU - Numpy - 1048576 - Isoneutral Mixingpyhpc: CPU - Bohrium - 16384 - Equation of Statepyhpc: CPU - TensorFlow - 4194304 - Equation of Statepyhpc: CPU - Theano - 262144 - Equation of Statepyhpc: CPU - Bohrium - 262144 - Isoneutral Mixingpyhpc: CPU - Theano - 1048576 - Isoneutral Mixingpyhpc: CPU - Numpy - 262144 - Isoneutral Mixingpyhpc: CPU - Bohrium - 1048576 - Isoneutral Mixingkvazaar: Bosphorus 4K - Ultra Fastaom-av1: Speed 8 Realtime - Bosphorus 4Kpyhpc: CPU - PyTorch - 1048576 - Isoneutral Mixingpyhpc: CPU - JAX - 65536 - Equation of Statepyhpc: CPU - TensorFlow - 65536 - Equation of Stateopenssl: openssl: pyhpc: CPU - JAX - 262144 - Isoneutral Mixingpyhpc: CPU - Theano - 262144 - Isoneutral Mixingpyhpc: CPU - Numba - 262144 - Equation of Statepyhpc: CPU - Theano - 16384 - Equation of Stateaom-av1: Speed 10 Realtime - Bosphorus 4Kaom-av1: Speed 9 Realtime - Bosphorus 4Kkvazaar: Bosphorus 1080p - Slowpyhpc: CPU - TensorFlow - 16384 - Equation of Statepyhpc: CPU - TensorFlow - 262144 - Equation of Statekvazaar: Bosphorus 1080p - Mediumpyhpc: CPU - JAX - 4194304 - Equation of Statepyhpc: CPU - PyTorch - 4194304 - Equation of Statepyhpc: CPU - Numpy - 65536 - Equation of Stategimp: unsharp-maskpyhpc: CPU - Numba - 262144 - Isoneutral Mixingpyhpc: CPU - Numba - 16384 - Equation of Stateastcenc: Thoroughpyhpc: CPU - Bohrium - 1048576 - Equation of Statepyhpc: CPU - Theano - 1048576 - Equation of Stategimp: auto-levelspyhpc: CPU - Numpy - 16384 - Isoneutral Mixinggimp: rotatepyhpc: CPU - PyTorch - 1048576 - Equation of Statepyhpc: CPU - Numpy - 1048576 - Equation of Statepyhpc: CPU - Numba - 1048576 - Equation of Statepyhpc: CPU - Bohrium - 65536 - Isoneutral Mixingkvazaar: Bosphorus 1080p - Very Fastgimp: resizepyhpc: CPU - Numba - 16384 - Isoneutral Mixingpyhpc: CPU - Theano - 65536 - Equation of Statepyhpc: CPU - Numpy - 262144 - Equation of Statepyhpc: CPU - TensorFlow - 1048576 - Equation of Stateaom-av1: Speed 8 Realtime - Bosphorus 1080ppyhpc: CPU - PyTorch - 65536 - Equation of Statepyhpc: CPU - Bohrium - 16384 - Isoneutral Mixingpyhpc: CPU - PyTorch - 262144 - Equation of Statepyhpc: CPU - Numba - 65536 - Equation of Stateaom-av1: Speed 9 Realtime - Bosphorus 1080ppyhpc: CPU - Bohrium - 262144 - Equation of Statepyhpc: CPU - PyTorch - 262144 - Isoneutral Mixingaom-av1: Speed 10 Realtime - Bosphorus 1080pastcenc: Mediumkvazaar: Bosphorus 1080p - Ultra Fastpyhpc: CPU - Numpy - 16384 - Equation of Statepyhpc: CPU - PyTorch - 65536 - Isoneutral Mixingpyhpc: CPU - PyTorch - 16384 - Isoneutral Mixingpyhpc: CPU - TensorFlow - 16384 - Isoneutral MixingABC3.90.122.6653329.212.77.840.00383.20067.281.6698.27.341.5847.331.3720.0020.2869.5450.8279.460.2261.1560.2753244.733.21.5320.2980.0290.2860.020.0150.2460.0143813.2378.83651.8378.93692.73540553.916.5821.450.0160.0270.0050.6210.0250.1240.0180.1130.3780.1250.36228.2434.850.3880.0010.003153476.62374.50.070.0760.0150.00149.2646.41350.0010.00935.910.0420.0860.01314.6120.0610.0019.10310.090.07412.0520.00711.7940.0210.30.0610.0566.169.910.0040.0050.0560.03387.520.0010.0350.0050.004104.110.040.071113.135.0498120.910.0020.0160.0053.890.122.663373.612.77.850.00383.28677.261.6868.277.341.5797.361.3640.0020.2871.0080.8319.650.2261.1490.2763256.733.91.530.2990.0290.2870.020.0160.2450.0133804.3374.33655.8376.93766.83539.254716.6221.340.0160.0270.0050.6190.0240.1230.0180.1130.3790.1250.36128.4134.760.3880.0010.003153360.92374.60.0710.0760.0150.00150.6946.7235.090.0010.00936.340.0420.0940.01414.5170.0610.0019.10580.0890.07412.0830.00711.5470.0210.3010.0610.04966.128.5070.0040.0050.0570.03286.680.0020.0350.0050.004104.120.0390.071112.275.0806121.160.0020.0170.0053.890.122.6573364.912.87.910.00383.18126.91.6748.277.361.5837.351.3710.0020.2870.2380.839.50.2281.1470.2783254.533.51.5390.2930.0290.2830.020.0150.2460.0143799.1375.93644.83753865.83524.5571.616.4621.380.0160.0280.0050.6230.0240.1240.0180.1120.380.1250.36128.2134.140.3890.0010.003153563.92375.10.0710.0760.0150.00150.0143.634.630.0010.00936.070.0410.0860.01414.4580.0610.0019.11130.090.07511.9460.00711.4320.0210.3020.0610.0566.288.460.0040.0050.0560.03386.870.0010.0340.0050.004103.490.0390.071106.815.0764120.170.0020.0160.004OpenBenchmarking.org

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4KCBA0.87751.7552.63253.514.38753.893.893.901. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4KCBA0.0270.0540.0810.1080.1350.120.120.121. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral MixingCBA0.59961.19921.79882.39842.9982.6572.6602.665

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedCBA70014002100280035003364.93373.63329.21. *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedCBA369121512.812.712.71. *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4KCBA2468107.917.857.841. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral MixingCBA0.00070.00140.00210.00280.00350.0030.0030.003

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ExhaustiveCBA2040608010083.1883.2983.201. (CXX) g++ options: -O3 -flto -pthread

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: SlowCBA2468106.907.267.281. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral MixingCBA0.37940.75881.13821.51761.8971.6741.6861.669

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

A: Test failed to run.

B: Test failed to run.

C: Test failed to run.

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080pCBA2468108.278.278.201. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080pCBA2468107.367.347.341. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Isoneutral MixingCBA0.35640.71281.06921.42561.7821.5831.5791.584

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: MediumCBA2468107.357.367.331. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Isoneutral MixingCBA0.30870.61740.92611.23481.54351.3711.3641.372

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of StateCBA0.00050.0010.00150.0020.00250.0020.0020.002

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 1080pCBA0.0630.1260.1890.2520.3150.280.280.281. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

RAR Compression

This test measures the time needed to archive/compress two copies of the Linux 5.14 kernel source tree using RAR/WinRAR compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRAR Compression 6.0.2Linux Source Tree Archiving To RARCBA163248648070.2471.0169.55

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral MixingCBA0.1870.3740.5610.7480.9350.8300.8310.827

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4KCBA36912159.509.659.461. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral MixingCBA0.05130.10260.15390.20520.25650.2280.2260.226

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral MixingCBA0.26010.52020.78031.04041.30051.1471.1491.156

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral MixingCBA0.06260.12520.18780.25040.3130.2780.2760.275

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedCBA70014002100280035003254.53256.73244.71. *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedCBA81624324033.533.933.21. *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of StateCBA0.34630.69261.03891.38521.73151.5391.5301.532

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Equation of StateCBA0.06730.13460.20190.26920.33650.2930.2990.298

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral MixingCBA0.00650.0130.01950.0260.03250.0290.0290.029

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Equation of StateCBA0.06460.12920.19380.25840.3230.2830.2870.286

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 65536 - Benchmark: Isoneutral MixingCBA0.00450.0090.01350.0180.02250.020.020.02

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral MixingCBA0.00360.00720.01080.01440.0180.0150.0160.015

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of StateCBA0.05540.11080.16620.22160.2770.2460.2450.246

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of StateCBA0.00320.00640.00960.01280.0160.0140.0130.014

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedCBA80016002400320040003799.13804.33813.21. *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedCBA80160240320400375.9374.3378.81. *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Decompression SpeedCBA80016002400320040003644.83655.83651.81. *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Compression SpeedCBA80160240320400375.0376.9378.91. *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Compression SpeedCBA80016002400320040003865.83766.83692.71. *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedCBA80016002400320040003524.53539.23540.01. *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedCBA120240360480600571.6547.0553.91. *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Very FastCBA4812162016.4616.6216.581. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080pCBA51015202521.3821.3421.451. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral MixingCBA0.00360.00720.01080.01440.0180.0160.0160.016

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Equation of StateCBA0.00630.01260.01890.02520.03150.0280.0270.027

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 16384 - Benchmark: Isoneutral MixingCBA0.00110.00220.00330.00440.00550.0050.0050.005

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral MixingCBA0.14020.28040.42060.56080.7010.6230.6190.621

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Equation of StateCBA0.00560.01120.01680.02240.0280.0240.0240.025

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of StateCBA0.02790.05580.08370.11160.13950.1240.1230.124

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Equation of StateCBA0.00410.00820.01230.01640.02050.0180.0180.018

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Isoneutral MixingCBA0.02540.05080.07620.10160.1270.1120.1130.113

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Isoneutral MixingCBA0.08550.1710.25650.3420.42750.3800.3790.378

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral MixingCBA0.02810.05620.08430.11240.14050.1250.1250.125

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Isoneutral MixingCBA0.08150.1630.24450.3260.40750.3610.3610.362

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Ultra FastCBA71421283528.2128.4128.241. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4KCBA81624324034.1434.7634.851. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral MixingCBA0.08750.1750.26250.350.43750.3890.3880.388

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of StateCBA0.00020.00040.00060.00080.0010.0010.0010.001

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of StateCBA0.00070.00140.00210.00280.00350.0030.0030.003

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. The system/openssl test profiles relies on benchmarking the system/OS-supplied openssl binary rather than the pts/openssl test profile that uses the locally-built OpenSSL for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLCBA30K60K90K120K150K153563.9153360.9153476.61. OpenSSL 1.1.1f 31 Mar 2020

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLCBA50010001500200025002375.12374.62374.51. OpenSSL 1.1.1f 31 Mar 2020

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral MixingCBA0.0160.0320.0480.0640.080.0710.0710.070

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Isoneutral MixingCBA0.01710.03420.05130.06840.08550.0760.0760.076

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of StateCBA0.00340.00680.01020.01360.0170.0150.0150.015

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 16384 - Benchmark: Equation of StateCBA0.00020.00040.00060.00080.0010.0010.0010.001

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4KCBA112233445550.0150.6949.261. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4KCBA112233445543.6046.7246.411. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 1080p - Video Preset: SlowCBA81624324034.6335.0935.001. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of StateCBA0.00020.00040.00060.00080.0010.0010.0010.001

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of StateCBA0.0020.0040.0060.0080.010.0090.0090.009

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 1080p - Video Preset: MediumCBA81624324036.0736.3435.911. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of StateCBA0.00950.0190.02850.0380.04750.0410.0420.042

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of StateCBA0.02120.04240.06360.08480.1060.0860.0940.086

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of StateCBA0.00320.00640.00960.01280.0160.0140.0140.013

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskCBA4812162014.4614.5214.61

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral MixingCBA0.01370.02740.04110.05480.06850.0610.0610.061

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of StateCBA0.00020.00040.00060.00080.0010.0010.0010.001

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ThoroughCBA36912159.11139.10589.10311. (CXX) g++ options: -O3 -flto -pthread

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Equation of StateCBA0.02030.04060.06090.08120.10150.0900.0890.090

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Equation of StateCBA0.01690.03380.05070.06760.08450.0750.0740.074

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsCBA369121511.9512.0812.05

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral MixingCBA0.00160.00320.00480.00640.0080.0070.0070.007

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotateCBA369121511.4311.5511.79

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of StateCBA0.00470.00940.01410.01880.02350.0210.0210.021

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of StateCBA0.0680.1360.2040.2720.340.3020.3010.300

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of StateCBA0.01370.02740.04110.05480.06850.0610.0610.061

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Isoneutral MixingCBA0.01130.02260.03390.04520.05650.0500.0490.050

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 1080p - Video Preset: Very FastCBA153045607566.2866.1266.161. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizeCBA36912158.4608.5079.910

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral MixingCBA0.00090.00180.00270.00360.00450.0040.0040.004

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 65536 - Benchmark: Equation of StateCBA0.00110.00220.00330.00440.00550.0050.0050.005

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of StateCBA0.01280.02560.03840.05120.0640.0560.0570.056

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of StateCBA0.00740.01480.02220.02960.0370.0330.0320.033

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080pCBA2040608010086.8786.6887.521. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

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

A: Test failed to run.

B: Test failed to run.

C: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of StateCBA0.00050.0010.00150.0020.00250.0010.0020.001

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Isoneutral MixingCBA0.00790.01580.02370.03160.03950.0340.0350.035

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of StateCBA0.00110.00220.00330.00440.00550.0050.0050.005

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of StateCBA0.00090.00180.00270.00360.00450.0040.0040.004

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080pCBA20406080100103.49104.12104.111. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Equation of StateCBA0.0090.0180.0270.0360.0450.0390.0390.040

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral MixingCBA0.0160.0320.0480.0640.080.0710.0710.071

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080pCBA306090120150106.81112.27113.131. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: MediumCBA1.14312.28623.42934.57245.71555.07645.08065.04981. (CXX) g++ options: -O3 -flto -pthread

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 1080p - Video Preset: Ultra FastCBA306090120150120.17121.16120.911. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of StateCBA0.00050.0010.00150.0020.00250.0020.0020.002

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral MixingCBA0.00380.00760.01140.01520.0190.0160.0170.016

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral MixingCBA0.00110.00220.00330.00440.00550.0040.0050.005

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

A: Test failed to run.

B: Test failed to run.

C: Test failed to run.

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

A: Test failed to run.

B: Test failed to run.

C: Test failed to run.

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

A: Test failed to run.

B: Test failed to run.

C: Test failed to run.

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

A: Test failed to run.

B: Test failed to run.

C: Test failed to run.

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

A: Test failed to run.

B: Test failed to run.

C: Test failed to run.

106 Results Shown

AOM AV1:
  Speed 4 Two-Pass - Bosphorus 4K
  Speed 0 Two-Pass - Bosphorus 4K
PyHPC Benchmarks
Zstd Compression:
  19, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
AOM AV1
PyHPC Benchmarks
ASTC Encoder
Kvazaar
PyHPC Benchmarks
AOM AV1:
  Speed 4 Two-Pass - Bosphorus 1080p
  Speed 6 Realtime - Bosphorus 1080p
PyHPC Benchmarks
Kvazaar
PyHPC Benchmarks:
  CPU - Bohrium - 4194304 - Isoneutral Mixing
  CPU - JAX - 262144 - Equation of State
AOM AV1
RAR Compression
PyHPC Benchmarks
AOM AV1
PyHPC Benchmarks:
  CPU - JAX - 1048576 - Isoneutral Mixing
  CPU - Numba - 4194304 - Isoneutral Mixing
  CPU - Numba - 1048576 - Isoneutral Mixing
Zstd Compression:
  19 - Decompression Speed
  19 - Compression Speed
PyHPC Benchmarks:
  CPU - Numpy - 4194304 - Equation of State
  CPU - Theano - 4194304 - Equation of State
  CPU - Numpy - 65536 - Isoneutral Mixing
  CPU - Bohrium - 4194304 - Equation of State
  CPU - Theano - 65536 - Isoneutral Mixing
  CPU - JAX - 65536 - Isoneutral Mixing
  CPU - Numba - 4194304 - Equation of State
  CPU - JAX - 1048576 - Equation of State
Zstd Compression:
  8, Long Mode - Decompression Speed
  8, Long Mode - Compression Speed
  3, Long Mode - Decompression Speed
  3, Long Mode - Compression Speed
  3 - Compression Speed
  8 - Decompression Speed
  8 - Compression Speed
Kvazaar
AOM AV1
PyHPC Benchmarks:
  CPU - Numba - 65536 - Isoneutral Mixing
  CPU - Bohrium - 65536 - Equation of State
  CPU - Theano - 16384 - Isoneutral Mixing
  CPU - Numpy - 1048576 - Isoneutral Mixing
  CPU - Bohrium - 16384 - Equation of State
  CPU - TensorFlow - 4194304 - Equation of State
  CPU - Theano - 262144 - Equation of State
  CPU - Bohrium - 262144 - Isoneutral Mixing
  CPU - Theano - 1048576 - Isoneutral Mixing
  CPU - Numpy - 262144 - Isoneutral Mixing
  CPU - Bohrium - 1048576 - Isoneutral Mixing
Kvazaar
AOM AV1
PyHPC Benchmarks:
  CPU - PyTorch - 1048576 - Isoneutral Mixing
  CPU - JAX - 65536 - Equation of State
  CPU - TensorFlow - 65536 - Equation of State
OpenSSL:
 
 
PyHPC Benchmarks:
  CPU - JAX - 262144 - Isoneutral Mixing
  CPU - Theano - 262144 - Isoneutral Mixing
  CPU - Numba - 262144 - Equation of State
  CPU - Theano - 16384 - Equation of State
AOM AV1:
  Speed 10 Realtime - Bosphorus 4K
  Speed 9 Realtime - Bosphorus 4K
Kvazaar
PyHPC Benchmarks:
  CPU - TensorFlow - 16384 - Equation of State
  CPU - TensorFlow - 262144 - Equation of State
Kvazaar
PyHPC Benchmarks:
  CPU - JAX - 4194304 - Equation of State
  CPU - PyTorch - 4194304 - Equation of State
  CPU - Numpy - 65536 - Equation of State
GIMP
PyHPC Benchmarks:
  CPU - Numba - 262144 - Isoneutral Mixing
  CPU - Numba - 16384 - Equation of State
ASTC Encoder
PyHPC Benchmarks:
  CPU - Bohrium - 1048576 - Equation of State
  CPU - Theano - 1048576 - Equation of State
GIMP
PyHPC Benchmarks
GIMP
PyHPC Benchmarks:
  CPU - PyTorch - 1048576 - Equation of State
  CPU - Numpy - 1048576 - Equation of State
  CPU - Numba - 1048576 - Equation of State
  CPU - Bohrium - 65536 - Isoneutral Mixing
Kvazaar
GIMP
PyHPC Benchmarks:
  CPU - Numba - 16384 - Isoneutral Mixing
  CPU - Theano - 65536 - Equation of State
  CPU - Numpy - 262144 - Equation of State
  CPU - TensorFlow - 1048576 - Equation of State
AOM AV1
PyHPC Benchmarks:
  CPU - PyTorch - 65536 - Equation of State
  CPU - Bohrium - 16384 - Isoneutral Mixing
  CPU - PyTorch - 262144 - Equation of State
  CPU - Numba - 65536 - Equation of State
AOM AV1
PyHPC Benchmarks:
  CPU - Bohrium - 262144 - Equation of State
  CPU - PyTorch - 262144 - Isoneutral Mixing
AOM AV1
ASTC Encoder
Kvazaar
PyHPC Benchmarks:
  CPU - Numpy - 16384 - Equation of State
  CPU - PyTorch - 65536 - Isoneutral Mixing
  CPU - PyTorch - 16384 - Isoneutral Mixing