kubuntu2204-ryzen7-2700 AMD Ryzen 7 2700X Eight-Core testing with a ASRock B450M Pro4 (P4.30 BIOS) and AMD Radeon RX 580 4GB on Ubuntu 22.04 via the Phoronix Test Suite. Mary Memory CPU: Processor: AMD Ryzen 7 2700X Eight-Core @ 3.70GHz (8 Cores / 16 Threads), Motherboard: ASRock B450M Pro4 (P4.30 BIOS), Chipset: AMD 17h, Memory: 16GB, Disk: 1000GB Western Digital WD1003FBYZ-4 + 2000GB Western Digital WD20EZBX-00A + 512GB TOSHIBA THNSNJ51 + 256GB SATA SSD, Graphics: AMD Radeon RX 580 4GB (1266/1950MHz), Audio: AMD Ellesmere HDMI Audio, Monitor: Acer K272HUL + PHL 328E1, Network: 2 x Realtek RTL8111/8168/8411 OS: Ubuntu 22.04, Kernel: 5.15.0-25-generic (x86_64), Desktop: KDE Plasma 5.24.4, Display Server: X Server 1.21.1.3, OpenGL: 4.6 Mesa 22.0.1 (LLVM 13.0.1 DRM 3.42), Vulkan: 1.3.204, Compiler: GCC 11.2.0 + Clang 14.0.0-1ubuntu1, File-System: ext4, Screen Resolution: 6400x2160 Mary compression programmer python: Processor: AMD Ryzen 7 2700X Eight-Core @ 3.70GHz (8 Cores / 16 Threads), Motherboard: ASRock B450M Pro4 (P4.30 BIOS), Chipset: AMD 17h, Memory: 16GB, Disk: 1000GB Western Digital WD1003FBYZ-4 + 2000GB Western Digital WD20EZBX-00A + 512GB TOSHIBA THNSNJ51 + 256GB SATA SSD, Graphics: AMD Radeon RX 580 4GB (1266/1950MHz), Audio: AMD Ellesmere HDMI Audio, Monitor: Acer K272HUL + PHL 328E1, Network: 2 x Realtek RTL8111/8168/8411 OS: Ubuntu 22.04, Kernel: 5.15.0-25-generic (x86_64), Desktop: KDE Plasma 5.24.4, Display Server: X Server 1.21.1.3, OpenGL: 4.6 Mesa 22.0.1 (LLVM 13.0.1 DRM 3.42), Vulkan: 1.3.204, Compiler: GCC 11.2.0 + Clang 14.0.0-1ubuntu1, File-System: ext4, Screen Resolution: 6400x2160 RAMspeed SMP 3.5.0 Type: Add - Benchmark: Integer MB/s > Higher Is Better Mary Memory CPU . 27133.94 |=================================================== RAMspeed SMP 3.5.0 Type: Copy - Benchmark: Integer MB/s > Higher Is Better Mary Memory CPU . 23486.02 |=================================================== RAMspeed SMP 3.5.0 Type: Scale - Benchmark: Integer MB/s > Higher Is Better Mary Memory CPU . 21809.90 |=================================================== RAMspeed SMP 3.5.0 Type: Triad - Benchmark: Integer MB/s > Higher Is Better Mary Memory CPU . 20873.02 |=================================================== RAMspeed SMP 3.5.0 Type: Average - Benchmark: Integer MB/s > Higher Is Better Mary Memory CPU . 23403.67 |=================================================== RAMspeed SMP 3.5.0 Type: Add - Benchmark: Floating Point MB/s > Higher Is Better Mary Memory CPU . 27066.03 |=================================================== RAMspeed SMP 3.5.0 Type: Copy - Benchmark: Floating Point MB/s > Higher Is Better Mary Memory CPU . 23434.77 |=================================================== RAMspeed SMP 3.5.0 Type: Scale - Benchmark: Floating Point MB/s > Higher Is Better Mary Memory CPU . 21615.05 |=================================================== RAMspeed SMP 3.5.0 Type: Triad - Benchmark: Floating Point MB/s > Higher Is Better Mary Memory CPU . 25830.50 |=================================================== RAMspeed SMP 3.5.0 Type: Average - Benchmark: Floating Point MB/s > Higher Is Better Mary Memory CPU . 24543.64 |=================================================== Stream 2013-01-17 Type: Copy MB/s > Higher Is Better Mary Memory CPU . 33965.2 |==================================================== Stream 2013-01-17 Type: Scale MB/s > Higher Is Better Mary Memory CPU . 21091.5 |==================================================== Stream 2013-01-17 Type: Triad MB/s > Higher Is Better Mary Memory CPU . 23909.3 |==================================================== Stream 2013-01-17 Type: Add MB/s > Higher Is Better Mary Memory CPU . 24275.3 |==================================================== Tinymembench 2018-05-28 Standard Memcpy MB/s > Higher Is Better Mary Memory CPU . 13218.1 |==================================================== Tinymembench 2018-05-28 Standard Memset MB/s > Higher Is Better Mary Memory CPU . 11258.4 |==================================================== MBW 2018-09-08 Test: Memory Copy - Array Size: 1024 MiB MiB/s > Higher Is Better Mary Memory CPU . 15398.05 |=================================================== MBW 2018-09-08 Test: Memory Copy, Fixed Block Size - Array Size: 1024 MiB MiB/s > Higher Is Better Mary Memory CPU . 7187.09 |==================================================== t-test1 2017-01-13 Threads: 1 Seconds < Lower Is Better Mary Memory CPU . 27.68 |====================================================== t-test1 2017-01-13 Threads: 2 Seconds < Lower Is Better Mary Memory CPU . 8.897 |====================================================== Rodinia 3.1 Test: OpenMP LavaMD Seconds < Lower Is Better Mary Memory CPU . 268.30 |===================================================== Rodinia 3.1 Test: OpenMP CFD Solver Seconds < Lower Is Better Mary Memory CPU . 32.13 |====================================================== NAMD 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better Mary Memory CPU . 2.48075 |==================================================== CacheBench Read Cache MB/s > Higher Is Better Mary Memory CPU . 3199.95 |==================================================== CacheBench Write Cache MB/s > Higher Is Better Mary Memory CPU . 28360.07 |=================================================== Kvazaar 2.1 Video Input: Bosphorus 4K - Video Preset: Slow Frames Per Second > Higher Is Better Mary Memory CPU . 5.34 |======================================================= Kvazaar 2.1 Video Input: Bosphorus 4K - Video Preset: Medium Frames Per Second > Higher Is Better Mary Memory CPU . 5.46 |======================================================= Kvazaar 2.1 Video Input: Bosphorus 1080p - Video Preset: Slow Frames Per Second > Higher Is Better Mary Memory CPU . 27.30 |====================================================== Kvazaar 2.1 Video Input: Bosphorus 1080p - Video Preset: Medium Frames Per Second > Higher Is Better Mary Memory CPU . 28.03 |====================================================== Kvazaar 2.1 Video Input: Bosphorus 4K - Video Preset: Very Fast Frames Per Second > Higher Is Better Mary Memory CPU . 12.46 |====================================================== Kvazaar 2.1 Video Input: Bosphorus 4K - Video Preset: Ultra Fast Frames Per Second > Higher Is Better Mary Memory CPU . 21.60 |====================================================== Kvazaar 2.1 Video Input: Bosphorus 1080p - Video Preset: Very Fast Frames Per Second > Higher Is Better Mary Memory CPU . 52.54 |====================================================== Kvazaar 2.1 Video Input: Bosphorus 1080p - Video Preset: Ultra Fast Frames Per Second > Higher Is Better Mary Memory CPU . 92.47 |====================================================== x264 2019-12-17 H.264 Video Encoding Frames Per Second > Higher Is Better Mary Memory CPU . 76.01 |====================================================== x265 3.4 Video Input: Bosphorus 4K Frames Per Second > Higher Is Better Mary Memory CPU . 8.28 |======================================================= x265 3.4 Video Input: Bosphorus 1080p Frames Per Second > Higher Is Better Mary Memory CPU . 39.42 |====================================================== 7-Zip Compression 21.06 Test: Compression Rating MIPS > Higher Is Better Mary Memory CPU .................... 46526 |================================== Mary compression programmer python . 48456 |=================================== 7-Zip Compression 21.06 Test: Decompression Rating MIPS > Higher Is Better Mary Memory CPU .................... 50645 |================================== Mary compression programmer python . 52493 |=================================== Stockfish 13 Total Time Nodes Per Second > Higher Is Better Mary Memory CPU . 20512841 |=================================================== asmFish 2018-07-23 1024 Hash Memory, 26 Depth Nodes/second > Higher Is Better Mary Memory CPU . 22926079 |=================================================== Timed GCC Compilation 11.2.0 Time To Compile Seconds < Lower Is Better Mary Memory CPU .................... 1401.40 |================================= Mary compression programmer python . 1348.77 |================================ Timed Linux Kernel Compilation 5.16 Build: defconfig Seconds < Lower Is Better Mary Memory CPU .................... 121.89 |================================== Mary compression programmer python . 115.93 |================================ Timed Linux Kernel Compilation 5.16 Build: allmodconfig Seconds < Lower Is Better Mary Memory CPU .................... 1520.18 |================================= Mary compression programmer python . 1488.48 |================================ Radiance Benchmark 5.0 Test: Serial Seconds < Lower Is Better Mary Memory CPU . 728.42 |===================================================== Radiance Benchmark 5.0 Test: SMP Parallel Seconds < Lower Is Better Mary Memory CPU . 226.34 |===================================================== OpenSSL 3.0 Algorithm: SHA256 byte/s > Higher Is Better Mary Memory CPU . 11270498813 |================================================ OpenSSL 3.0 Algorithm: RSA4096 sign/s > Higher Is Better Mary Memory CPU . 1702.6 |===================================================== OpenSSL 3.0 Algorithm: RSA4096 verify/s > Higher Is Better Mary Memory CPU . 110001.4 |=================================================== ctx_clock Context Switch Time Clocks < Lower Is Better Mary Memory CPU . 185 |======================================================== Sysbench 1.0.20 Test: CPU Events Per Second > Higher Is Better Mary Memory CPU . 16749.89 |=================================================== C-Blosc 2.0 Compressor: blosclz MB/s > Higher Is Better Mary compression programmer python . 13999.5 |================================= HPC Challenge 1.5.0 Test / Class: G-HPL lzbench 1.8 Test: XZ 0 - Process: Compression MB/s > Higher Is Better Mary compression programmer python . 37 |====================================== lzbench 1.8 Test: XZ 0 - Process: Decompression MB/s > Higher Is Better Mary compression programmer python . 116 |===================================== lzbench 1.8 Test: Zstd 1 - Process: Compression MB/s > Higher Is Better Mary compression programmer python . 538 |===================================== lzbench 1.8 Test: Zstd 1 - Process: Decompression MB/s > Higher Is Better Mary compression programmer python . 1731 |==================================== lzbench 1.8 Test: Zstd 8 - Process: Compression MB/s > Higher Is Better Mary compression programmer python . 99 |====================================== lzbench 1.8 Test: Zstd 8 - Process: Decompression MB/s > Higher Is Better Mary compression programmer python . 1918 |==================================== lzbench 1.8 Test: Crush 0 - Process: Compression MB/s > Higher Is Better Mary compression programmer python . 94 |====================================== lzbench 1.8 Test: Crush 0 - Process: Decompression MB/s > Higher Is Better Mary compression programmer python . 503 |===================================== lzbench 1.8 Test: Brotli 0 - Process: Compression MB/s > Higher Is Better Mary compression programmer python . 506 |===================================== lzbench 1.8 Test: Brotli 0 - Process: Decompression MB/s > Higher Is Better Mary compression programmer python . 579 |===================================== lzbench 1.8 Test: Brotli 2 - Process: Compression MB/s > Higher Is Better Mary compression programmer python . 207 |===================================== lzbench 1.8 Test: Brotli 2 - Process: Decompression MB/s > Higher Is Better Mary compression programmer python . 683 |===================================== lzbench 1.8 Test: Libdeflate 1 - Process: Compression MB/s > Higher Is Better Mary compression programmer python . 237 |===================================== lzbench 1.8 Test: Libdeflate 1 - Process: Decompression MB/s > Higher Is Better Mary compression programmer python . 1252 |==================================== Algebraic Multi-Grid Benchmark 1.2 Figure Of Merit > Higher Is Better Mary compression programmer python . 250962233 |=============================== simdjson 1.0 Throughput Test: Kostya GB/s > Higher Is Better Mary compression programmer python . 2.70 |==================================== simdjson 1.0 Throughput Test: LargeRandom GB/s > Higher Is Better Mary compression programmer python . 0.95 |==================================== simdjson 1.0 Throughput Test: PartialTweets GB/s > Higher Is Better Mary compression programmer python . 3.20 |==================================== simdjson 1.0 Throughput Test: DistinctUserID GB/s > Higher Is Better Mary compression programmer python . 3.70 |==================================== LZ4 Compression 1.9.3 Compression Level: 1 - Compression Speed MB/s > Higher Is Better Mary compression programmer python . 8024.30 |================================= LZ4 Compression 1.9.3 Compression Level: 1 - Decompression Speed MB/s > Higher Is Better Mary compression programmer python . 8965.9 |================================== LZ4 Compression 1.9.3 Compression Level: 3 - Compression Speed MB/s > Higher Is Better Mary compression programmer python . 46.51 |=================================== LZ4 Compression 1.9.3 Compression Level: 3 - Decompression Speed MB/s > Higher Is Better Mary compression programmer python . 8629.1 |================================== LZ4 Compression 1.9.3 Compression Level: 9 - Compression Speed MB/s > Higher Is Better Mary compression programmer python . 46.44 |=================================== LZ4 Compression 1.9.3 Compression Level: 9 - Decompression Speed MB/s > Higher Is Better Mary compression programmer python . 8648.5 |================================== Zstd Compression 1.5.0 Compression Level: 3 - Compression Speed MB/s > Higher Is Better Mary compression programmer python . 1879.3 |================================== Zstd Compression 1.5.0 Compression Level: 8 - Compression Speed MB/s > Higher Is Better Mary compression programmer python . 186.6 |=================================== Zstd Compression 1.5.0 Compression Level: 8 - Decompression Speed MB/s > Higher Is Better Mary compression programmer python . 3509.8 |================================== Zstd Compression 1.5.0 Compression Level: 19 - Compression Speed MB/s > Higher Is Better Mary compression programmer python . 23.8 |==================================== Zstd Compression 1.5.0 Compression Level: 19 - Decompression Speed MB/s > Higher Is Better Mary compression programmer python . 3053.1 |================================== Zstd Compression 1.5.0 Compression Level: 3, Long Mode - Compression Speed MB/s > Higher Is Better Mary compression programmer python . 589.5 |=================================== Zstd Compression 1.5.0 Compression Level: 3, Long Mode - Decompression Speed MB/s > Higher Is Better Mary compression programmer python . 3599.3 |================================== Zstd Compression 1.5.0 Compression Level: 8, Long Mode - Compression Speed MB/s > Higher Is Better Mary compression programmer python . 293.5 |=================================== Zstd Compression 1.5.0 Compression Level: 8, Long Mode - Decompression Speed MB/s > Higher Is Better Mary compression programmer python . 3730.1 |================================== Zstd Compression 1.5.0 Compression Level: 19, Long Mode - Compression Speed MB/s > Higher Is Better Mary compression programmer python . 21 |====================================== Zstd Compression 1.5.0 Compression Level: 19, Long Mode - Decompression Speed MB/s > Higher Is Better Mary compression programmer python . 3058.4 |================================== ArrayFire 3.7 Test: BLAS CPU GFLOPS > Higher Is Better Mary compression programmer python . 231.98 |================================== ACES DGEMM 1.0 Sustained Floating-Point Rate GFLOP/s > Higher Is Better Mary compression programmer python . 0.769306 |================================ Timed Apache Compilation 2.4.41 Time To Compile Seconds < Lower Is Better Mary compression programmer python . 26.33 |=================================== Timed Clash Compilation Time To Compile Seconds < Lower Is Better Mary compression programmer python . 2.744 |=================================== Timed FFmpeg Compilation 4.4 Time To Compile Seconds < Lower Is Better Mary compression programmer python . 71.33 |=================================== Timed GDB GNU Debugger Compilation 10.2 Time To Compile Seconds < Lower Is Better Mary compression programmer python . 79.75 |=================================== Timed Gem5 Compilation 21.2 Time To Compile Seconds < Lower Is Better Mary compression programmer python . 569.38 |================================== Timed Godot Game Engine Compilation 3.2.3 Time To Compile Seconds < Lower Is Better Mary compression programmer python . 154.74 |================================== Timed ImageMagick Compilation 6.9.0 Time To Compile Seconds < Lower Is Better Mary compression programmer python . 38.39 |=================================== Timed LLVM Compilation 13.0 Build System: Ninja Seconds < Lower Is Better Mary compression programmer python . 897.61 |================================== Timed LLVM Compilation 13.0 Build System: Unix Makefiles Seconds < Lower Is Better Mary compression programmer python . 921.35 |================================== Timed Mesa Compilation 21.0 Seconds < Lower Is Better Timed MPlayer Compilation 1.5 Time To Compile Seconds < Lower Is Better Mary compression programmer python . 47.66 |=================================== Timed Node.js Compilation 17.3 Time To Compile Seconds < Lower Is Better Mary compression programmer python . 803.90 |================================== Timed PHP Compilation 7.4.2 Time To Compile Seconds < Lower Is Better Mary compression programmer python . 71.20 |=================================== Build2 0.13 Time To Compile Seconds < Lower Is Better Mary compression programmer python . 173.03 |================================== Parallel BZIP2 Compression 1.1.13 FreeBSD-13.0-RELEASE-amd64-memstick.img Compression Seconds < Lower Is Better Mary compression programmer python . 9.647 |=================================== Numpy Benchmark Score > Higher Is Better Mary compression programmer python . 340.17 |================================== Timed Eigen Compilation 3.3.9 Time To Compile Seconds < Lower Is Better Mary compression programmer python . 86.03 |=================================== Timed Erlang/OTP Compilation 23.2 Seconds < Lower Is Better Timed Wasmer Compilation 2.2 Seconds < Lower Is Better Gzip Compression Linux Source Tree Archiving To .tar.gz Seconds < Lower Is Better Mary compression programmer python . 36.97 |=================================== XZ Compression 5.2.4 Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9 Seconds < Lower Is Better Mary compression programmer python . 40.11 |=================================== Cython Benchmark 0.29.21 Test: N-Queens Seconds < Lower Is Better Mary compression programmer python . 26.35 |=================================== System GZIP Decompression Seconds < Lower Is Better Mary compression programmer python . 2.902 |=================================== System XZ Decompression Seconds < Lower Is Better Mary compression programmer python . 3.824 |=================================== System ZLIB Decompression 1.2.7 ms < Lower Is Better Mary compression programmer python . 1708.03 |================================= Node.js V8 Web Tooling Benchmark runs/s > Higher Is Better Cryptsetup PBKDF2-sha512 Iterations Per Second > Higher Is Better Mary compression programmer python . 1419719 |================================= Cryptsetup PBKDF2-whirlpool Iterations Per Second > Higher Is Better Mary compression programmer python . 649160 |================================== Cryptsetup AES-XTS 256b Encryption MiB/s > Higher Is Better Mary compression programmer python . 3170.5 |================================== Cryptsetup AES-XTS 256b Decryption MiB/s > Higher Is Better Mary compression programmer python . 3175.9 |================================== Cryptsetup Serpent-XTS 256b Encryption MiB/s > Higher Is Better Mary compression programmer python . 392.7 |=================================== Cryptsetup Serpent-XTS 256b Decryption MiB/s > Higher Is Better Mary compression programmer python . 388.5 |=================================== Cryptsetup Twofish-XTS 256b Encryption MiB/s > Higher Is Better Mary compression programmer python . 395.0 |=================================== Cryptsetup Twofish-XTS 256b Decryption MiB/s > Higher Is Better Mary compression programmer python . 394.3 |=================================== Cryptsetup AES-XTS 512b Encryption MiB/s > Higher Is Better Mary compression programmer python . 2654.7 |================================== Cryptsetup AES-XTS 512b Decryption MiB/s > Higher Is Better Mary compression programmer python . 2664.8 |================================== Cryptsetup Serpent-XTS 512b Encryption MiB/s > Higher Is Better Mary compression programmer python . 389.6 |=================================== Cryptsetup Serpent-XTS 512b Decryption MiB/s > Higher Is Better Mary compression programmer python . 387.1 |=================================== Cryptsetup Twofish-XTS 512b Encryption MiB/s > Higher Is Better Mary compression programmer python . 396.3 |=================================== Cryptsetup Twofish-XTS 512b Decryption MiB/s > Higher Is Better Mary compression programmer python . 395.6 |=================================== SQLite Speedtest 3.30 Timed Time - Size 1,000 Seconds < Lower Is Better Mary compression programmer python . 69.10 |=================================== PyBench 2018-02-16 Total For Average Test Times Milliseconds < Lower Is Better Mary compression programmer python . 1105 |==================================== PyPerformance 1.0.0 Benchmark: go Milliseconds < Lower Is Better Mary compression programmer python . 245 |===================================== PyPerformance 1.0.0 Benchmark: 2to3 Milliseconds < Lower Is Better Mary compression programmer python . 386 |===================================== PyPerformance 1.0.0 Benchmark: chaos Milliseconds < Lower Is Better Mary compression programmer python . 125 |===================================== PyPerformance 1.0.0 Benchmark: float Milliseconds < Lower Is Better Mary compression programmer python . 115 |===================================== PyPerformance 1.0.0 Benchmark: nbody Milliseconds < Lower Is Better Mary compression programmer python . 159 |===================================== PyPerformance 1.0.0 Benchmark: pathlib Milliseconds < Lower Is Better Mary compression programmer python . 20.2 |==================================== PyPerformance 1.0.0 Benchmark: raytrace Milliseconds < Lower Is Better Mary compression programmer python . 556 |===================================== PyPerformance 1.0.0 Benchmark: json_loads Milliseconds < Lower Is Better Mary compression programmer python . 27.9 |==================================== PyPerformance 1.0.0 Benchmark: crypto_pyaes Milliseconds < Lower Is Better Mary compression programmer python . 125 |===================================== PyPerformance 1.0.0 Benchmark: regex_compile Milliseconds < Lower Is Better Mary compression programmer python . 186 |===================================== PyPerformance 1.0.0 Benchmark: python_startup Milliseconds < Lower Is Better Mary compression programmer python . 14.2 |==================================== PyPerformance 1.0.0 Benchmark: django_template Milliseconds < Lower Is Better Mary compression programmer python . 59.5 |==================================== PyPerformance 1.0.0 Benchmark: pickle_pure_python Milliseconds < Lower Is Better Mary compression programmer python . 541 |===================================== Numenta Anomaly Benchmark 1.1 Detector: EXPoSE Seconds < Lower Is Better Numenta Anomaly Benchmark 1.1 Detector: Relative Entropy Seconds < Lower Is Better Numenta Anomaly Benchmark 1.1 Detector: Windowed Gaussian Seconds < Lower Is Better Numenta Anomaly Benchmark 1.1 Detector: Earthgecko Skyline Seconds < Lower Is Better Numenta Anomaly Benchmark 1.1 Detector: Bayesian Changepoint Seconds < Lower Is Better RAR Compression 6.0.2 Linux Source Tree Archiving To RAR Seconds < Lower Is Better Mary compression programmer python . 81.71 |=================================== Git Time To Complete Common Git Commands Seconds < Lower Is Better Mary compression programmer python . 50.30 |=================================== Mlpack Benchmark Benchmark: scikit_ica Seconds < Lower Is Better Mlpack Benchmark Benchmark: scikit_qda Seconds < Lower Is Better Mlpack Benchmark Benchmark: scikit_svm Seconds < Lower Is Better Mlpack Benchmark Benchmark: scikit_linearridgeregression Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better Mary compression programmer python . 0.003 |=================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Mary compression programmer python . 0.008 |=================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better Mary compression programmer python . 0.016 |=================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Mary compression programmer python . 0.037 |=================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better Mary compression programmer python . 0.068 |=================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Mary compression programmer python . 0.150 |=================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better Mary compression programmer python . 0.386 |=================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Mary compression programmer python . 0.734 |=================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better Mary compression programmer python . 1.704 |=================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Mary compression programmer python . 2.942 |=================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Scikit-Learn 0.22.1 Seconds < Lower Is Better