5700G November Tests for a future article. AMD Ryzen 7 5700G testing with a ASUS TUF GAMING B550M-PLUS (WI-FI) (2423 BIOS) and llvmpipe on Ubuntu 21.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2111045-TJ-5700GNOVE13&grs&rdt .
5700G November Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server OpenGL Vulkan Compiler File-System Screen Resolution 1 2 AMD Ryzen 7 5700G (8 Cores / 16 Threads) ASUS TUF GAMING B550M-PLUS (WI-FI) (2423 BIOS) AMD Renoir Root Complex 16GB 1000GB Samsung SSD 980 PRO 1TB llvmpipe AMD Device 1637 Realtek RTL8125 2.5GbE + Intel Wi-Fi 6 AX200 Ubuntu 21.10 5.14.0-rc7-amd-pstate-phx (x86_64) 20210909 GNOME Shell 40.2 X Server 1.20.11 4.5 Mesa 21.3.0-devel (git-9ca7412 2021-08-26 impish-oibaf-ppa) (LLVM 12.0.1 256 bits) 1.1.185 GCC 11.2.0 ext4 3840x2160 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --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-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-M6DaQn/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-M6DaQn/gcc-11-11.2.0/debian/tmp-gcn/usr --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 - CPU Microcode: 0xa50000c Python Details - Python 3.9.6 Security 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 IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected
5700G November opencv: DNN - Deep Neural Network stargate: 44100 - 512 rav1e: 1 pyhpc: CPU - JAX - 4194304 - Equation of State rav1e: 6 pyhpc: CPU - PyTorch - 4194304 - Equation of State pyhpc: CPU - Numpy - 262144 - Equation of State rav1e: 5 rav1e: 10 pyhpc: CPU - JAX - 1048576 - Equation of State pyhpc: CPU - JAX - 262144 - Isoneutral Mixing pyhpc: CPU - JAX - 65536 - Isoneutral Mixing kvazaar: Bosphorus 4K - Ultra Fast kvazaar: Bosphorus 4K - Very Fast kvazaar: Bosphorus 1080p - Ultra Fast pyhpc: CPU - JAX - 1048576 - Isoneutral Mixing kvazaar: Bosphorus 1080p - Medium kvazaar: Bosphorus 4K - Medium pyhpc: CPU - Numba - 1048576 - Equation of State kvazaar: Bosphorus 1080p - Slow pyhpc: CPU - TensorFlow - 1048576 - Equation of State compress-zstd: 3 - Compression Speed pyhpc: CPU - Numba - 1048576 - Isoneutral Mixing onnx: yolov4 - CPU pyhpc: CPU - Numpy - 4194304 - Equation of State pyhpc: CPU - Numpy - 262144 - Isoneutral Mixing aom-av1: Speed 4 Two-Pass - Bosphorus 4K kvazaar: Bosphorus 1080p - Very Fast compress-zstd: 19, Long Mode - Decompression Speed pyhpc: CPU - JAX - 4194304 - Isoneutral Mixing pyhpc: CPU - Numba - 4194304 - Isoneutral Mixing pyhpc: CPU - PyTorch - 4194304 - Isoneutral Mixing aom-av1: Speed 6 Two-Pass - Bosphorus 4K compress-zstd: 3 - Decompression Speed pyhpc: CPU - Aesara - 4194304 - Isoneutral Mixing pyhpc: CPU - PyTorch - 262144 - Isoneutral Mixing pyhpc: CPU - Aesara - 262144 - Isoneutral Mixing opencv: Object Detection compress-zstd: 8 - Compression Speed onnx: shufflenet-v2-10 - CPU compress-zstd: 8, Long Mode - Compression Speed pyhpc: CPU - Numpy - 4194304 - Isoneutral Mixing pyhpc: CPU - Numpy - 1048576 - Equation of State compress-zstd: 3, Long Mode - Decompression Speed onnx: super-resolution-10 - CPU gimp: unsharp-mask compress-zstd: 19 - Compression Speed compress-zstd: 8 - Decompression Speed compress-zstd: 3, Long Mode - Compression Speed pyhpc: CPU - PyTorch - 1048576 - Isoneutral Mixing aom-av1: Speed 6 Realtime - Bosphorus 4K compress-zstd: 19, Long Mode - Compression Speed aom-av1: Speed 9 Realtime - Bosphorus 4K aom-av1: Speed 6 Two-Pass - Bosphorus 1080p opencv: Features 2D gimp: resize stargate: 192000 - 512 aom-av1: Speed 8 Realtime - Bosphorus 1080p compress-zstd: 19 - Decompression Speed aom-av1: Speed 8 Realtime - Bosphorus 4K pyhpc: CPU - Numpy - 1048576 - Isoneutral Mixing pyhpc: CPU - Numba - 4194304 - Equation of State astcenc: Medium stargate: 192000 - 1024 gimp: auto-levels compress-zstd: 8, Long Mode - Decompression Speed kvazaar: Bosphorus 4K - Slow pyhpc: CPU - Aesara - 4194304 - Equation of State aom-av1: Speed 10 Realtime - Bosphorus 4K aom-av1: Speed 10 Realtime - Bosphorus 1080p stargate: 480000 - 512 aom-av1: Speed 4 Two-Pass - Bosphorus 1080p aom-av1: Speed 6 Realtime - Bosphorus 1080p openssl: stargate: 96000 - 1024 stargate: 96000 - 512 compress-rar: Linux Source Tree Archiving To RAR astcenc: Exhaustive astcenc: Thorough gimp: rotate aom-av1: Speed 9 Realtime - Bosphorus 1080p openssl: stargate: 44100 - 1024 stargate: 480000 - 1024 pyhpc: CPU - TensorFlow - 4194304 - Equation of State pyhpc: CPU - TensorFlow - 262144 - Equation of State pyhpc: CPU - TensorFlow - 65536 - Equation of State pyhpc: CPU - TensorFlow - 16384 - Equation of State pyhpc: CPU - PyTorch - 1048576 - Equation of State pyhpc: CPU - PyTorch - 262144 - Equation of State pyhpc: CPU - Aesara - 1048576 - Isoneutral Mixing pyhpc: CPU - Aesara - 1048576 - Equation of State pyhpc: CPU - PyTorch - 65536 - Isoneutral Mixing pyhpc: CPU - PyTorch - 65536 - Equation of State pyhpc: CPU - PyTorch - 16384 - Isoneutral Mixing pyhpc: CPU - Aesara - 262144 - Equation of State pyhpc: CPU - Numba - 262144 - Isoneutral Mixing pyhpc: CPU - Numba - 262144 - Equation of State pyhpc: CPU - Aesara - 65536 - Isoneutral Mixing pyhpc: CPU - Aesara - 65536 - Equation of State pyhpc: CPU - Aesara - 16384 - Isoneutral Mixing pyhpc: CPU - Aesara - 16384 - Equation of State pyhpc: CPU - Numpy - 65536 - Isoneutral Mixing pyhpc: CPU - Numpy - 65536 - Equation of State pyhpc: CPU - Numpy - 16384 - Isoneutral Mixing pyhpc: CPU - Numpy - 16384 - Equation of State pyhpc: CPU - Numba - 65536 - Isoneutral Mixing pyhpc: CPU - Numba - 65536 - Equation of State pyhpc: CPU - Numba - 16384 - Isoneutral Mixing pyhpc: CPU - Numba - 16384 - Equation of State pyhpc: CPU - JAX - 262144 - Equation of State pyhpc: CPU - JAX - 65536 - Equation of State pyhpc: CPU - JAX - 16384 - Isoneutral Mixing onnx: fcn-resnet101-11 - CPU aom-av1: Speed 0 Two-Pass - Bosphorus 1080p aom-av1: Speed 0 Two-Pass - Bosphorus 4K pyhpc: CPU - JAX - 16384 - Equation of State 1 2 10477 3.631877 0.575 0.04 3.996 0.084 0.052 2.921 9.818 0.012 0.042 0.015 28.97 17.39 110.3 0.171 36.79 7.88 0.048 35.6 0.026 1637.4 0.252 367 1.296 0.115 3.83 64.68 3712.1 0.747 1.049 1.491 7.56 3915.8 1.356 0.065 0.067 62076 252.2 25425 314.6 2.235 0.252 4123.3 5040 12.389 27.9 4072.7 384 0.331 9.25 24 42.26 19.26 93150 8.001 1.878127 83.25 3658.8 34.18 0.541 0.194 4.1104 1.999868 10.462 4248.3 7.76 0.278 44.7 100.92 3.560366 8.13 8.76 2542.7 2.875211 2.713712 66.812 60.4711 6.6002 9.594 96.24 163671.7 3.816033 3.705688 0.113 0.006 0.002 0.001 0.018 0.004 0.321 0.07 0.015 0.001 0.004 0.017 0.054 0.012 0.017 0.005 0.004 0.001 0.027 0.013 0.006 0.002 0.015 0.003 0.003 0.001 0.002 0.001 0.002 74 0.3 0.13 7530 2.776994 0.495 0.035 3.499 0.075 0.058 2.624 8.896 0.011 0.039 0.014 27.09 16.41 104.52 0.163 35.14 7.56 0.05 34.22 0.025 1695.6 0.245 357 1.332 0.112 3.93 63.07 3639.3 0.733 1.03 1.465 7.69 3980.7 1.378 0.066 0.066 62953 255.7 25084 310.6 2.207 0.255 4076.2 5098 12.251 27.6 4115.4 380.3 0.334 9.33 23.8 41.91 19.42 92396 7.942 1.864764 83.83 3635.1 33.99 0.538 0.193 4.1312 1.991439 10.418 4265.6 7.79 0.277 44.54 100.56 3.547714 8.15 8.74 2548.1 2.869667 2.718576 66.922 60.5425 6.6063 9.586 96.31 163662.8 3.815956 3.705615 0.113 0.006 0.002 0.001 0.018 0.004 0.321 0.07 0.015 0.001 0.004 0.017 0.054 0.012 0.017 0.005 0.004 0.001 0.027 0.013 0.006 0.002 0.015 0.003 0.003 0.001 0.002 0.001 0.002 74 0.3 0.13 OpenBenchmarking.org
OpenCV Test: DNN - Deep Neural Network OpenBenchmarking.org ms, Fewer Is Better OpenCV 4.5.4 Test: DNN - Deep Neural Network 1 2 2K 4K 6K 8K 10K 10477 7530 1. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared
Stargate Digital Audio Workstation Sample Rate: 44100 - Buffer Size: 512 OpenBenchmarking.org Render Ratio, More Is Better Stargate Digital Audio Workstation 21.10.9 Sample Rate: 44100 - Buffer Size: 512 1 2 0.8172 1.6344 2.4516 3.2688 4.086 SE +/- 0.004566, N = 3 3.631877 2.776994 1. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
rav1e Speed: 1 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.5 Speed: 1 1 2 0.1294 0.2588 0.3882 0.5176 0.647 SE +/- 0.002, N = 3 0.575 0.495
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State 1 2 0.009 0.018 0.027 0.036 0.045 0.040 0.035
rav1e Speed: 6 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.5 Speed: 6 1 2 0.8991 1.7982 2.6973 3.5964 4.4955 SE +/- 0.001, N = 3 3.996 3.499
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State 1 2 0.0189 0.0378 0.0567 0.0756 0.0945 0.084 0.075
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State 1 2 0.0131 0.0262 0.0393 0.0524 0.0655 0.052 0.058
rav1e Speed: 5 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.5 Speed: 5 1 2 0.6572 1.3144 1.9716 2.6288 3.286 SE +/- 0.013, N = 3 2.921 2.624
rav1e Speed: 10 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.5 Speed: 10 1 2 3 6 9 12 15 SE +/- 0.017, N = 3 9.818 8.896
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State 1 2 0.0027 0.0054 0.0081 0.0108 0.0135 0.012 0.011
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing 1 2 0.0095 0.019 0.0285 0.038 0.0475 0.042 0.039
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing 1 2 0.0034 0.0068 0.0102 0.0136 0.017 0.015 0.014
Kvazaar Video Input: Bosphorus 4K - Video Preset: Ultra Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.1 Video Input: Bosphorus 4K - Video Preset: Ultra Fast 1 2 7 14 21 28 35 SE +/- 0.07, N = 3 28.97 27.09 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Kvazaar Video Input: Bosphorus 4K - Video Preset: Very Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.1 Video Input: Bosphorus 4K - Video Preset: Very Fast 1 2 4 8 12 16 20 SE +/- 0.01, N = 3 17.39 16.41 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Ultra Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.1 Video Input: Bosphorus 1080p - Video Preset: Ultra Fast 1 2 20 40 60 80 100 SE +/- 0.55, N = 3 110.30 104.52 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing 1 2 0.0385 0.077 0.1155 0.154 0.1925 0.171 0.163
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Medium OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.1 Video Input: Bosphorus 1080p - Video Preset: Medium 1 2 8 16 24 32 40 SE +/- 0.08, N = 3 36.79 35.14 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Kvazaar Video Input: Bosphorus 4K - Video Preset: Medium OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.1 Video Input: Bosphorus 4K - Video Preset: Medium 1 2 2 4 6 8 10 SE +/- 0.07, N = 7 7.88 7.56 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State 1 2 0.0113 0.0226 0.0339 0.0452 0.0565 0.048 0.050
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Slow OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.1 Video Input: Bosphorus 1080p - Video Preset: Slow 1 2 8 16 24 32 40 SE +/- 0.08, N = 3 35.60 34.22 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
PyHPC Benchmarks Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State 1 2 0.0059 0.0118 0.0177 0.0236 0.0295 0.026 0.025
Zstd Compression Compression Level: 3 - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 3 - Compression Speed 1 2 400 800 1200 1600 2000 SE +/- 1.99, N = 3 1637.4 1695.6 1. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing 1 2 0.0567 0.1134 0.1701 0.2268 0.2835 0.252 0.245
ONNX Runtime Model: yolov4 - Device: CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.9.1 Model: yolov4 - Device: CPU 1 2 80 160 240 320 400 367 357 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State 1 2 0.2997 0.5994 0.8991 1.1988 1.4985 1.296 1.332
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing 1 2 0.0259 0.0518 0.0777 0.1036 0.1295 0.115 0.112
AOM AV1 Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.2 Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4K 1 2 0.8843 1.7686 2.6529 3.5372 4.4215 SE +/- 0.01, N = 3 3.83 3.93 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Very Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.1 Video Input: Bosphorus 1080p - Video Preset: Very Fast 1 2 14 28 42 56 70 SE +/- 0.11, N = 3 64.68 63.07 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Zstd Compression Compression Level: 19, Long Mode - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19, Long Mode - Decompression Speed 1 2 800 1600 2400 3200 4000 SE +/- 16.84, N = 3 3712.1 3639.3 1. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing 1 2 0.1681 0.3362 0.5043 0.6724 0.8405 0.747 0.733
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing 1 2 0.236 0.472 0.708 0.944 1.18 1.049 1.030
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing 1 2 0.3355 0.671 1.0065 1.342 1.6775 1.491 1.465
AOM AV1 Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.2 Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K 1 2 2 4 6 8 10 SE +/- 0.02, N = 3 7.56 7.69 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
Zstd Compression Compression Level: 3 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 3 - Decompression Speed 1 2 900 1800 2700 3600 4500 SE +/- 23.35, N = 3 3915.8 3980.7 1. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing 1 2 0.3101 0.6202 0.9303 1.2404 1.5505 1.356 1.378
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing 1 2 0.0149 0.0298 0.0447 0.0596 0.0745 0.065 0.066
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing 1 2 0.0151 0.0302 0.0453 0.0604 0.0755 0.067 0.066
OpenCV Test: Object Detection OpenBenchmarking.org ms, Fewer Is Better OpenCV 4.5.4 Test: Object Detection 1 2 13K 26K 39K 52K 65K 62076 62953 1. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared
Zstd Compression Compression Level: 8 - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8 - Compression Speed 1 2 60 120 180 240 300 SE +/- 0.59, N = 3 252.2 255.7 1. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
ONNX Runtime Model: shufflenet-v2-10 - Device: CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.9.1 Model: shufflenet-v2-10 - Device: CPU 1 2 5K 10K 15K 20K 25K 25425 25084 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
Zstd Compression Compression Level: 8, Long Mode - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8, Long Mode - Compression Speed 1 2 70 140 210 280 350 SE +/- 0.87, N = 3 314.6 310.6 1. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing 1 2 0.5029 1.0058 1.5087 2.0116 2.5145 2.235 2.207
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State 1 2 0.0574 0.1148 0.1722 0.2296 0.287 0.252 0.255
Zstd Compression Compression Level: 3, Long Mode - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 3, Long Mode - Decompression Speed 1 2 900 1800 2700 3600 4500 SE +/- 6.32, N = 3 4123.3 4076.2 1. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
ONNX Runtime Model: super-resolution-10 - Device: CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.9.1 Model: super-resolution-10 - Device: CPU 1 2 1100 2200 3300 4400 5500 5040 5098 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
GIMP Test: unsharp-mask OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.22 Test: unsharp-mask 1 2 3 6 9 12 15 12.39 12.25
Zstd Compression Compression Level: 19 - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19 - Compression Speed 1 2 7 14 21 28 35 SE +/- 0.03, N = 3 27.9 27.6 1. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
Zstd Compression Compression Level: 8 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8 - Decompression Speed 1 2 900 1800 2700 3600 4500 SE +/- 28.70, N = 3 4072.7 4115.4 1. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
Zstd Compression Compression Level: 3, Long Mode - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 3, Long Mode - Compression Speed 1 2 80 160 240 320 400 SE +/- 0.40, N = 3 384.0 380.3 1. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing 1 2 0.0752 0.1504 0.2256 0.3008 0.376 0.331 0.334
AOM AV1 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.2 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K 1 2 3 6 9 12 15 SE +/- 0.02, N = 3 9.25 9.33 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
Zstd Compression Compression Level: 19, Long Mode - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19, Long Mode - Compression Speed 1 2 6 12 18 24 30 SE +/- 0.06, N = 3 24.0 23.8 1. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
AOM AV1 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.2 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K 1 2 10 20 30 40 50 SE +/- 0.07, N = 3 42.26 41.91 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
AOM AV1 Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.2 Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080p 1 2 5 10 15 20 25 SE +/- 0.05, N = 3 19.26 19.42 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
OpenCV Test: Features 2D OpenBenchmarking.org ms, Fewer Is Better OpenCV 4.5.4 Test: Features 2D 1 2 20K 40K 60K 80K 100K 93150 92396 1. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared
GIMP Test: resize OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.22 Test: resize 1 2 2 4 6 8 10 8.001 7.942
Stargate Digital Audio Workstation Sample Rate: 192000 - Buffer Size: 512 OpenBenchmarking.org Render Ratio, More Is Better Stargate Digital Audio Workstation 21.10.9 Sample Rate: 192000 - Buffer Size: 512 1 2 0.4226 0.8452 1.2678 1.6904 2.113 1.878127 1.864764 1. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
AOM AV1 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.2 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p 1 2 20 40 60 80 100 SE +/- 0.14, N = 3 83.25 83.83 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
Zstd Compression Compression Level: 19 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19 - Decompression Speed 1 2 800 1600 2400 3200 4000 SE +/- 7.29, N = 3 3658.8 3635.1 1. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
AOM AV1 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.2 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K 1 2 8 16 24 32 40 SE +/- 0.10, N = 3 34.18 33.99 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing 1 2 0.1217 0.2434 0.3651 0.4868 0.6085 0.541 0.538
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State 1 2 0.0437 0.0874 0.1311 0.1748 0.2185 0.194 0.193
ASTC Encoder Preset: Medium OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 3.2 Preset: Medium 1 2 0.9295 1.859 2.7885 3.718 4.6475 4.1104 4.1312 1. (CXX) g++ options: -O3 -flto -pthread
Stargate Digital Audio Workstation Sample Rate: 192000 - Buffer Size: 1024 OpenBenchmarking.org Render Ratio, More Is Better Stargate Digital Audio Workstation 21.10.9 Sample Rate: 192000 - Buffer Size: 1024 1 2 0.45 0.9 1.35 1.8 2.25 1.999868 1.991439 1. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
GIMP Test: auto-levels OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.22 Test: auto-levels 1 2 3 6 9 12 15 10.46 10.42
Zstd Compression Compression Level: 8, Long Mode - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8, Long Mode - Decompression Speed 1 2 900 1800 2700 3600 4500 SE +/- 27.33, N = 3 4248.3 4265.6 1. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
Kvazaar Video Input: Bosphorus 4K - Video Preset: Slow OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.1 Video Input: Bosphorus 4K - Video Preset: Slow 1 2 2 4 6 8 10 SE +/- 0.02, N = 3 7.76 7.79 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State 1 2 0.0626 0.1252 0.1878 0.2504 0.313 0.278 0.277
AOM AV1 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.2 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K 1 2 10 20 30 40 50 SE +/- 0.03, N = 3 44.70 44.54 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
AOM AV1 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.2 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p 1 2 20 40 60 80 100 SE +/- 0.25, N = 3 100.92 100.56 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
Stargate Digital Audio Workstation Sample Rate: 480000 - Buffer Size: 512 OpenBenchmarking.org Render Ratio, More Is Better Stargate Digital Audio Workstation 21.10.9 Sample Rate: 480000 - Buffer Size: 512 1 2 0.8011 1.6022 2.4033 3.2044 4.0055 3.560366 3.547714 1. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
AOM AV1 Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.2 Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080p 1 2 2 4 6 8 10 SE +/- 0.01, N = 3 8.13 8.15 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
AOM AV1 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.2 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p 1 2 2 4 6 8 10 SE +/- 0.01, N = 3 8.76 8.74 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
OpenSSL OpenBenchmarking.org sign/s, More Is Better OpenSSL 1 2 500 1000 1500 2000 2500 2542.7 2548.1 1. OpenSSL 1.1.1j 16 Feb 2021
Stargate Digital Audio Workstation Sample Rate: 96000 - Buffer Size: 1024 OpenBenchmarking.org Render Ratio, More Is Better Stargate Digital Audio Workstation 21.10.9 Sample Rate: 96000 - Buffer Size: 1024 1 2 0.6469 1.2938 1.9407 2.5876 3.2345 2.875211 2.869667 1. (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: 96000 - Buffer Size: 512 OpenBenchmarking.org Render Ratio, More Is Better Stargate Digital Audio Workstation 21.10.9 Sample Rate: 96000 - Buffer Size: 512 1 2 0.6117 1.2234 1.8351 2.4468 3.0585 2.713712 2.718576 1. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
RAR Compression Linux Source Tree Archiving To RAR OpenBenchmarking.org Seconds, Fewer Is Better RAR Compression 6.0.2 Linux Source Tree Archiving To RAR 1 2 15 30 45 60 75 66.81 66.92
ASTC Encoder Preset: Exhaustive OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 3.2 Preset: Exhaustive 1 2 14 28 42 56 70 60.47 60.54 1. (CXX) g++ options: -O3 -flto -pthread
ASTC Encoder Preset: Thorough OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 3.2 Preset: Thorough 1 2 2 4 6 8 10 6.6002 6.6063 1. (CXX) g++ options: -O3 -flto -pthread
GIMP Test: rotate OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.22 Test: rotate 1 2 3 6 9 12 15 9.594 9.586
AOM AV1 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.2 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p 1 2 20 40 60 80 100 SE +/- 0.12, N = 3 96.24 96.31 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
OpenSSL OpenBenchmarking.org verify/s, More Is Better OpenSSL 1 2 40K 80K 120K 160K 200K 163671.7 163662.8 1. OpenSSL 1.1.1j 16 Feb 2021
Stargate Digital Audio Workstation Sample Rate: 44100 - Buffer Size: 1024 OpenBenchmarking.org Render Ratio, More Is Better Stargate Digital Audio Workstation 21.10.9 Sample Rate: 44100 - Buffer Size: 1024 1 2 0.8586 1.7172 2.5758 3.4344 4.293 3.816033 3.815956 1. (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.org Render Ratio, More Is Better Stargate Digital Audio Workstation 21.10.9 Sample Rate: 480000 - Buffer Size: 1024 1 2 0.8338 1.6676 2.5014 3.3352 4.169 3.705688 3.705615 1. (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.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State 1 2 0.0254 0.0508 0.0762 0.1016 0.127 0.113 0.113
PyHPC Benchmarks Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State 1 2 0.0014 0.0028 0.0042 0.0056 0.007 0.006 0.006
PyHPC Benchmarks Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State 1 2 0.0005 0.001 0.0015 0.002 0.0025 0.002 0.002
PyHPC Benchmarks Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State 1 2 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State 1 2 0.0041 0.0082 0.0123 0.0164 0.0205 0.018 0.018
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State 1 2 0.0009 0.0018 0.0027 0.0036 0.0045 0.004 0.004
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing 1 2 0.0722 0.1444 0.2166 0.2888 0.361 0.321 0.321
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State 1 2 0.0158 0.0316 0.0474 0.0632 0.079 0.07 0.07
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing 1 2 0.0034 0.0068 0.0102 0.0136 0.017 0.015 0.015
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State 1 2 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001
PyHPC Benchmarks Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing 1 2 0.0009 0.0018 0.0027 0.0036 0.0045 0.004 0.004
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State 1 2 0.0038 0.0076 0.0114 0.0152 0.019 0.017 0.017
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing 1 2 0.0122 0.0244 0.0366 0.0488 0.061 0.054 0.054
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State 1 2 0.0027 0.0054 0.0081 0.0108 0.0135 0.012 0.012
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing 1 2 0.0038 0.0076 0.0114 0.0152 0.019 0.017 0.017
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State 1 2 0.0011 0.0022 0.0033 0.0044 0.0055 0.005 0.005
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing 1 2 0.0009 0.0018 0.0027 0.0036 0.0045 0.004 0.004
PyHPC Benchmarks Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State 1 2 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing 1 2 0.0061 0.0122 0.0183 0.0244 0.0305 0.027 0.027
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State 1 2 0.0029 0.0058 0.0087 0.0116 0.0145 0.013 0.013
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing 1 2 0.0014 0.0028 0.0042 0.0056 0.007 0.006 0.006
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State 1 2 0.0005 0.001 0.0015 0.002 0.0025 0.002 0.002
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing 1 2 0.0034 0.0068 0.0102 0.0136 0.017 0.015 0.015
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State 1 2 0.0007 0.0014 0.0021 0.0028 0.0035 0.003 0.003
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing 1 2 0.0007 0.0014 0.0021 0.0028 0.0035 0.003 0.003
PyHPC Benchmarks Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State 1 2 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State 1 2 0.0005 0.001 0.0015 0.002 0.0025 0.002 0.002
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State 1 2 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001
PyHPC Benchmarks Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing 1 2 0.0005 0.001 0.0015 0.002 0.0025 0.002 0.002
ONNX Runtime Model: fcn-resnet101-11 - Device: CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.9.1 Model: fcn-resnet101-11 - Device: CPU 1 2 16 32 48 64 80 74 74 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
AOM AV1 Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.2 Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 1080p 1 2 0.0675 0.135 0.2025 0.27 0.3375 SE +/- 0.00, N = 3 0.3 0.3 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
AOM AV1 Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.2 Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4K 1 2 0.0293 0.0586 0.0879 0.1172 0.1465 SE +/- 0.00, N = 3 0.13 0.13 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
Phoronix Test Suite v10.8.4