friday kaby

Intel Core i7-8550U testing with a Dell 0H0VG3 (1.10.0 BIOS) and Intel UHD 620 KBL GT2 3GB on Ubuntu 20.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2110233-TJ-FRIDAYKAB53&sro&grs.

friday kabyProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLOpenCLVulkanCompilerFile-SystemScreen Resolution123Intel Core i7-8550U @ 4.00GHz (4 Cores / 8 Threads)Dell 0H0VG3 (1.10.0 BIOS)Intel Xeon E3-1200 v6/7th8GBPM961 NVMe SAMSUNG 256GBIntel UHD 620 KBL GT2 3GB (1150MHz)Realtek ALC3271Qualcomm Atheros QCA6174 802.11acUbuntu 20.105.8.0-63-generic (x86_64)GNOME Shell 3.38.2X Server 1.20.94.6 Mesa 20.2.6OpenCL 2.11.2.145GCC 10.3.0ext41920x1080OpenBenchmarking.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: intel_pstate powersave - CPU Microcode: 0xea - Thermald 2.3 Python Details- Python 3.8.10Security Details- itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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 generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

friday kabyopencv: DNN - Deep Neural Networkopencv: Object Detectionpyhpc: CPU - TensorFlow - 65536 - Equation of Statepyhpc: CPU - Numpy - 16384 - Equation of Statepyhpc: CPU - PyTorch - 1048576 - Equation of Stateopencv: Features 2Dpyhpc: CPU - PyTorch - 4194304 - Isoneutral Mixingpyhpc: CPU - JAX - 1048576 - Equation of Statecompress-zstd: 3 - Compression Speedaom-av1: Speed 6 Realtime - Bosphorus 4Kpyhpc: CPU - Theano - 262144 - Equation of Statepyhpc: CPU - Numpy - 65536 - Equation of Statecompress-zstd: 19 - Compression Speeddav1d: Summer Nature 4Kaom-av1: Speed 8 Realtime - Bosphorus 4Kcompress-rar: Linux Source Tree Archiving To RARcompress-zstd: 8, Long Mode - Compression Speedpyhpc: CPU - Theano - 4194304 - Equation of Statedav1d: Summer Nature 1080popenssl: pyhpc: CPU - Bohrium - 16384 - Isoneutral Mixingpyhpc: CPU - Theano - 1048576 - Equation of Statepyhpc: CPU - Bohrium - 262144 - Equation of Statepyhpc: CPU - Numpy - 262144 - Equation of Statepyhpc: CPU - Numpy - 262144 - Isoneutral Mixingpyhpc: CPU - Theano - 262144 - Isoneutral Mixingpyhpc: CPU - JAX - 1048576 - Isoneutral Mixingpyhpc: CPU - Numba - 4194304 - Equation of Statepyhpc: CPU - Numba - 1048576 - Equation of Statepyhpc: CPU - Bohrium - 65536 - Isoneutral Mixingpyhpc: CPU - JAX - 262144 - Isoneutral Mixingdav1d: Chimera 1080p 10-bitpyhpc: CPU - JAX - 4194304 - Equation of Statecompress-zstd: 19 - Decompression Speedaom-av1: Speed 9 Realtime - Bosphorus 4Kaom-av1: Speed 6 Two-Pass - Bosphorus 4Kpyhpc: CPU - Theano - 4194304 - Isoneutral Mixingcompress-zstd: 3, Long Mode - Decompression Speedpyhpc: CPU - Bohrium - 4194304 - Isoneutral Mixingaom-av1: Speed 9 Realtime - Bosphorus 1080ppyhpc: CPU - TensorFlow - 4194304 - Equation of Statepyhpc: CPU - Numba - 262144 - Isoneutral Mixinggimp: auto-levelsaom-av1: Speed 6 Realtime - Bosphorus 1080pcompress-zstd: 8 - Compression Speedaom-av1: Speed 10 Realtime - Bosphorus 1080pcompress-zstd: 8, Long Mode - Decompression Speedpyhpc: CPU - Numba - 1048576 - Isoneutral Mixingpyhpc: CPU - JAX - 4194304 - Isoneutral Mixinggimp: resizepyhpc: CPU - PyTorch - 262144 - Isoneutral Mixingpyhpc: CPU - Numpy - 4194304 - Equation of Statecompress-zstd: 3, Long Mode - Compression Speedaom-av1: Speed 8 Realtime - Bosphorus 1080ppyhpc: CPU - Bohrium - 262144 - Isoneutral Mixingpyhpc: CPU - Numba - 4194304 - Isoneutral Mixingaom-av1: Speed 4 Two-Pass - Bosphorus 4Kgimp: unsharp-maskpyhpc: CPU - Numpy - 4194304 - Isoneutral Mixingpyhpc: CPU - Numpy - 1048576 - Equation of Statecompress-zstd: 3 - Decompression Speedaom-av1: Speed 10 Realtime - Bosphorus 4Kcompress-zstd: 19, Long Mode - Compression Speedaom-av1: Speed 4 Two-Pass - Bosphorus 1080pcompress-zstd: 19, Long Mode - Decompression Speedpyhpc: CPU - Numpy - 1048576 - Isoneutral Mixingaom-av1: Speed 6 Two-Pass - Bosphorus 1080ppyhpc: CPU - Theano - 1048576 - Isoneutral Mixingcompress-zstd: 8 - Decompression Speedpyhpc: CPU - Bohrium - 4194304 - Equation of Statedav1d: Chimera 1080ppyhpc: CPU - Bohrium - 1048576 - Isoneutral Mixinggimp: rotatepyhpc: CPU - PyTorch - 1048576 - Isoneutral Mixingopenssl: pyhpc: CPU - TensorFlow - 1048576 - Equation of Statepyhpc: CPU - TensorFlow - 262144 - Equation of Statepyhpc: CPU - TensorFlow - 16384 - Equation of Statepyhpc: CPU - PyTorch - 4194304 - Equation of Statepyhpc: CPU - Bohrium - 1048576 - Equation of Statepyhpc: CPU - PyTorch - 262144 - Equation of Statepyhpc: CPU - PyTorch - 65536 - Isoneutral Mixingpyhpc: CPU - PyTorch - 65536 - Equation of Statepyhpc: CPU - PyTorch - 16384 - Isoneutral Mixingpyhpc: CPU - PyTorch - 16384 - Equation of Statepyhpc: CPU - Bohrium - 65536 - Equation of Statepyhpc: CPU - Bohrium - 16384 - Equation of Statepyhpc: CPU - Theano - 65536 - Isoneutral Mixingpyhpc: CPU - Theano - 65536 - Equation of Statepyhpc: CPU - Theano - 16384 - Isoneutral Mixingpyhpc: CPU - Theano - 16384 - Equation of Statepyhpc: CPU - Numba - 262144 - Equation of Statepyhpc: CPU - Numpy - 65536 - Isoneutral Mixingpyhpc: CPU - Numpy - 16384 - Isoneutral Mixingpyhpc: CPU - Numba - 65536 - Isoneutral Mixingpyhpc: CPU - Numba - 65536 - Equation of Statepyhpc: CPU - Numba - 16384 - Isoneutral Mixingpyhpc: CPU - Numba - 16384 - 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 - JAX - 16384 - Equation of State123240206959900.0030.0040.0241849162.4810.0181038.54.450.0230.02413.374.1115.8567.9321580.366286.361773.10.0440.0920.0480.1020.1770.1190.3070.2630.0660.0660.068209.420.0692645.323.612.962.2693033.61.81277.630.170.08414.6425.23140.285.273119.60.3841.36911.5170.1082.102299.762.090.1441.6091.4717.5323.6180.45726.667.673.832650.90.8799.260.5453015.60.328292.90.48213.9490.5681052.30.0390.0090.0010.1050.1050.0060.0240.0020.0060.0340.0310.0280.0060.0060.0020.0160.0420.0090.0220.0040.0050.0010.0030.020.0010.004111273721260.0030.0050.0241786322.6350.0171083.34.610.0220.02513.876.5616.2769.348159.20.363293.1163199.40.0440.0930.0480.1010.1750.1170.3090.2590.0650.0650.067212.340.0692621.423.9232.2823073.61.78977.870.1690.08414.8125.18140.985.753154.40.3861.36611.6320.1092.102299.162.60.1431.6081.4817.5853.6090.4572957.726.797.633.852663.50.889.280.5433025.80.329292.360.48313.9530.5671054.10.0390.0090.0010.1050.1050.0060.0240.0020.0060.0010.0340.0310.0280.0060.0060.0020.0160.0420.0090.0220.0040.0050.0010.0030.020.0010.004109348637110.0020.0040.0281704782.4880.0171094.24.670.0220.02413.376.7516.4169.7241620.357290.0761948.20.0450.0910.0470.1030.1740.1170.3040.2610.0650.0660.068212.510.0682658.623.9432.2993042.21.79478.580.1680.08514.7755.24141.886.243143.70.3881.35511.5160.1092.083297.262.50.1441.6191.4817.6513.5940.462939.526.87.643.842658.30.8769.240.5453024.60.329292.970.48313.9750.5681053.30.0390.0090.0010.1050.1050.0060.0240.0020.0060.0010.0340.0310.0280.0060.0060.0020.0160.0420.0090.0220.0040.0050.0010.0030.020.0010.004OpenBenchmarking.org

OpenCV

Test: DNN - Deep Neural Network

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.5.4Test: DNN - Deep Neural Network12350K100K150K200K250K2402061112731093481. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

OpenCV

Test: Object Detection

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.5.4Test: Object Detection12320K40K60K80K100K9599072126637111. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State1230.00070.00140.00210.00280.00350.0030.0030.002

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State1230.00110.00220.00330.00440.00550.0040.0050.004

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State1230.00630.01260.01890.02520.03150.0240.0240.028

OpenCV

Test: Features 2D

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.5.4Test: Features 2D12340K80K120K160K200K1849161786321704781. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing1230.59291.18581.77872.37162.96452.4812.6352.488

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State1230.00410.00820.01230.01640.02050.0180.0170.017

Zstd Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Compression Speed12320040060080010001038.51083.31094.21. *** zstd command line interface 64-bits v1.4.5, by Yann Collet ***

AOM AV1

Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K1231.05082.10163.15244.20325.2544.454.614.671. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Equation of State1230.00520.01040.01560.02080.0260.0230.0220.022

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State1230.00560.01120.01680.02240.0280.0240.0250.024

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression Speed1234812162013.313.813.31. *** zstd command line interface 64-bits v1.4.5, by Yann Collet ***

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.2Video Input: Summer Nature 4K1232040608010074.1176.5676.75MIN: 65.16 / MAX: 86.72MIN: 68.62 / MAX: 88.42MIN: 68.54 / MAX: 88.211. (CC) gcc options: -pthread -lm

AOM AV1

Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K1234812162015.8516.2716.411. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

RAR Compression

Linux Source Tree Archiving To RAR

OpenBenchmarking.orgSeconds, Fewer Is BetterRAR Compression 6.0.2Linux Source Tree Archiving To RAR123163248648067.9369.3569.72

Zstd Compression

Compression Level: 8, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression Speed1234080120160200158.0159.2162.01. *** zstd command line interface 64-bits v1.4.5, by Yann Collet ***

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Equation of State1230.08240.16480.24720.32960.4120.3660.3630.357

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.2Video Input: Summer Nature 1080p12360120180240300286.30293.11290.07MIN: 268.98 / MAX: 310.56MIN: 274.32 / MAX: 319.71MIN: 269.85 / MAX: 315.151. (CC) gcc options: -pthread -lm

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL12314K28K42K56K70K61773.163199.461948.21. OpenSSL 1.1.1f 31 Mar 2020

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Isoneutral Mixing1230.01010.02020.03030.04040.05050.0440.0440.045

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Equation of State1230.02090.04180.06270.08360.10450.0920.0930.091

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Equation of State1230.01080.02160.03240.04320.0540.0480.0480.047

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State1230.02320.04640.06960.09280.1160.1020.1010.103

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing1230.03980.07960.11940.15920.1990.1770.1750.174

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Isoneutral Mixing1230.02680.05360.08040.10720.1340.1190.1170.117

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing1230.06950.1390.20850.2780.34750.3070.3090.304

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State1230.05920.11840.17760.23680.2960.2630.2590.261

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State1230.01490.02980.04470.05960.07450.0660.0650.065

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Isoneutral Mixing1230.01490.02980.04470.05960.07450.0660.0650.066

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing1230.01530.03060.04590.06120.07650.0680.0670.068

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.2Video Input: Chimera 1080p 10-bit12350100150200250209.42212.34212.51MIN: 165 / MAX: 331.22MIN: 167.1 / MAX: 337.96MIN: 167.89 / MAX: 335.831. (CC) gcc options: -pthread -lm

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State1230.01550.0310.04650.0620.07750.0690.0690.068

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression Speed12360012001800240030002645.32621.42658.61. *** zstd command line interface 64-bits v1.4.5, by Yann Collet ***

AOM AV1

Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K12361218243023.6123.9223.941. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

AOM AV1

Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K1230.6751.352.0252.73.3752.963.003.001. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Isoneutral Mixing1230.51731.03461.55192.06922.58652.2692.2822.299

Zstd Compression

Compression Level: 3, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Decompression Speed12370014002100280035003033.63073.63042.21. *** zstd command line interface 64-bits v1.4.5, by Yann Collet ***

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Isoneutral Mixing1230.40770.81541.22311.63082.03851.8121.7891.794

AOM AV1

Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p1232040608010077.6377.8778.581. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State1230.03830.07660.11490.15320.19150.1700.1690.168

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing1230.01910.03820.05730.07640.09550.0840.0840.085

GIMP

Test: auto-levels

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levels1234812162014.6414.8114.78

AOM AV1

Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p1231.1792.3583.5374.7165.8955.235.185.241. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression Speed123306090120150140.2140.9141.81. *** zstd command line interface 64-bits v1.4.5, by Yann Collet ***

AOM AV1

Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p1232040608010085.2785.7586.241. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Zstd Compression

Compression Level: 8, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression Speed12370014002100280035003119.63154.43143.71. *** zstd command line interface 64-bits v1.4.5, by Yann Collet ***

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing1230.08730.17460.26190.34920.43650.3840.3860.388

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing1230.3080.6160.9241.2321.541.3691.3661.355

GIMP

Test: resize

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resize123369121511.5211.6311.52

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing1230.02450.0490.07350.0980.12250.1080.1090.109

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State1230.4730.9461.4191.8922.3652.1022.1022.083

Zstd Compression

Compression Level: 3, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Compression Speed12370140210280350299.7299.1297.21. *** zstd command line interface 64-bits v1.4.5, by Yann Collet ***

AOM AV1

Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p123142842567062.0962.6062.501. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Isoneutral Mixing1230.03240.06480.09720.12960.1620.1440.1430.144

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing1230.36430.72861.09291.45721.82151.6091.6081.619

AOM AV1

Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4K1230.3330.6660.9991.3321.6651.471.481.481. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

GIMP

Test: unsharp-mask

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-mask1234812162017.5317.5917.65

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing1230.81411.62822.44233.25644.07053.6183.6093.594

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State1230.10350.2070.31050.4140.51750.4570.4570.460

Zstd Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Decompression Speed2360012001800240030002957.72939.51. *** zstd command line interface 64-bits v1.4.5, by Yann Collet ***

AOM AV1

Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K12361218243026.6626.7926.801. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression Speed1232468107.677.637.641. *** zstd command line interface 64-bits v1.4.5, by Yann Collet ***

AOM AV1

Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080p1230.86631.73262.59893.46524.33153.833.853.841. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression Speed12360012001800240030002650.92663.52658.31. *** zstd command line interface 64-bits v1.4.5, by Yann Collet ***

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing1230.1980.3960.5940.7920.990.8790.8800.876

AOM AV1

Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080p12336912159.269.289.241. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Isoneutral Mixing1230.12260.24520.36780.49040.6130.5450.5430.545

Zstd Compression

Compression Level: 8 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression Speed12360012001800240030003015.63025.83024.61. *** zstd command line interface 64-bits v1.4.5, by Yann Collet ***

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Equation of State1230.0740.1480.2220.2960.370.3280.3290.329

dav1d

Video Input: Chimera 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.2Video Input: Chimera 1080p12360120180240300292.90292.36292.97MIN: 209.37 / MAX: 484.2MIN: 205.38 / MAX: 443.65MIN: 206.12 / MAX: 500.231. (CC) gcc options: -pthread -lm

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Isoneutral Mixing1230.10870.21740.32610.43480.54350.4820.4830.483

GIMP

Test: rotate

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotate1234812162013.9513.9513.98

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing1230.12780.25560.38340.51120.6390.5680.5670.568

OpenSSL

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL12320040060080010001052.31054.11053.31. OpenSSL 1.1.1f 31 Mar 2020

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State1230.00880.01760.02640.03520.0440.0390.0390.039

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State1230.0020.0040.0060.0080.010.0090.0090.009

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State1230.00020.00040.00060.00080.0010.0010.0010.001

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State1230.02360.04720.07080.09440.1180.1050.1050.105

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Equation of State1230.02360.04720.07080.09440.1180.1050.1050.105

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State1230.00140.00280.00420.00560.0070.0060.0060.006

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing1230.00540.01080.01620.02160.0270.0240.0240.024

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State1230.00050.0010.00150.0020.00250.0020.0020.002

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing1230.00140.00280.00420.00560.0070.0060.0060.006

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State230.00020.00040.00060.00080.0010.0010.001

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Equation of State1230.00770.01540.02310.03080.03850.0340.0340.034

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Equation of State1230.0070.0140.0210.0280.0350.0310.0310.031

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 65536 - Benchmark: Isoneutral Mixing1230.00630.01260.01890.02520.03150.0280.0280.028

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 65536 - Benchmark: Equation of State1230.00140.00280.00420.00560.0070.0060.0060.006

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 16384 - Benchmark: Isoneutral Mixing1230.00140.00280.00420.00560.0070.0060.0060.006

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 16384 - Benchmark: Equation of State1230.00050.0010.00150.0020.00250.0020.0020.002

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State1230.00360.00720.01080.01440.0180.0160.0160.016

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing1230.00950.0190.02850.0380.04750.0420.0420.042

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing1230.0020.0040.0060.0080.010.0090.0090.009

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing1230.0050.010.0150.020.0250.0220.0220.022

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State1230.00090.00180.00270.00360.00450.0040.0040.004

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing1230.00110.00220.00330.00440.00550.0050.0050.005

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State1230.00020.00040.00060.00080.0010.0010.0010.001

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State1230.00070.00140.00210.00280.00350.0030.0030.003

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing1230.00450.0090.01350.0180.02250.020.020.02

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State1230.00020.00040.00060.00080.0010.0010.0010.001

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing1230.00090.00180.00270.00360.00450.0040.0040.004

Phoronix Test Suite v10.8.5