Apple M1 Asahi Linux Alpha

Apple M1 testing with a Apple Mac mini (M1 2020) and llvmpipe on Arch Linux ARM via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2203239-NE-APPLEM1AS32
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Audio Encoding 2 Tests
AV1 3 Tests
Chess Test Suite 2 Tests
Timed Code Compilation 12 Tests
C/C++ Compiler Tests 25 Tests
Compression Tests 7 Tests
CPU Massive 28 Tests
Creator Workloads 19 Tests
Cryptography 2 Tests
Database Test Suite 3 Tests
Encoding 7 Tests
Game Development 4 Tests
HPC - High Performance Computing 12 Tests
Imaging 5 Tests
Java 3 Tests
Common Kernel Benchmarks 3 Tests
Linear Algebra 2 Tests
Machine Learning 4 Tests
Molecular Dynamics 2 Tests
MPI Benchmarks 2 Tests
Multi-Core 30 Tests
OpenMPI Tests 4 Tests
Programmer / Developer System Benchmarks 19 Tests
Python 3 Tests
Raytracing 2 Tests
Renderers 3 Tests
Scientific Computing 6 Tests
Software Defined Radio 2 Tests
Server 8 Tests
Server CPU Tests 17 Tests
Single-Threaded 12 Tests
Texture Compression 2 Tests
Video Encoding 5 Tests
Common Workstation Benchmarks 3 Tests

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Run A
March 22 2022
  4 Hours, 27 Minutes
Run B
March 23 2022
  4 Hours, 33 Minutes
Run C
March 23 2022
  4 Hours, 35 Minutes
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Apple M1 Asahi Linux Alpha Apple M1 testing with a Apple Mac mini (M1 2020) and llvmpipe on Arch Linux ARM via the Phoronix Test Suite. ,,"Run A","Run B","Run C" Processor,,Apple M1 @ 2.06GHz (4 Cores / 8 Threads),Apple M1 @ 2.06GHz (4 Cores / 8 Threads),Apple M1 @ 2.06GHz (4 Cores / 8 Threads) Motherboard,,Apple Mac mini (M1 2020),Apple Mac mini (M1 2020),Apple Mac mini (M1 2020) Memory,,8GB,8GB,8GB Disk,,251GB APPLE SSD AP0256Q + 2 x 0GB APPLE SSD AP0256Q,251GB APPLE SSD AP0256Q + 2 x 0GB APPLE SSD AP0256Q,251GB APPLE SSD AP0256Q + 2 x 0GB APPLE SSD AP0256Q Graphics,,llvmpipe,llvmpipe,llvmpipe Network,,Broadcom NetXtreme BCM57762 PCIe + Broadcom BRCM4378 + Broadcom Device 5f69,Broadcom NetXtreme BCM57762 PCIe + Broadcom BRCM4378 + Broadcom Device 5f69,Broadcom NetXtreme BCM57762 PCIe + Broadcom BRCM4378 + Broadcom Device 5f69 OS,,Arch Linux ARM,Arch Linux ARM,Arch Linux ARM Kernel,,5.17.0-rc7-asahi-next-20220310-5-1-ARCH (aarch64),5.17.0-rc7-asahi-next-20220310-5-1-ARCH (aarch64),5.17.0-rc7-asahi-next-20220310-5-1-ARCH (aarch64) Desktop,,KDE Plasma 5.24.3,KDE Plasma 5.24.3,KDE Plasma 5.24.3 Display Server,,X Server 1.21.1.3,X Server 1.21.1.3,X Server 1.21.1.3 OpenGL,,4.5 Mesa 21.3.7 (LLVM 13.0.1 128 bits),4.5 Mesa 21.3.7 (LLVM 13.0.1 128 bits),4.5 Mesa 21.3.7 (LLVM 13.0.1 128 bits) Compiler,,GCC 11.2.0 + Clang 13.0.1,GCC 11.2.0 + Clang 13.0.1,GCC 11.2.0 + Clang 13.0.1 File-System,,ext4,ext4,ext4 Screen Resolution,,1920x1080,1920x1080,1920x1080 ,,"Run A","Run B","Run C" "7-Zip Compression - Test: Compression Rating (MIPS)",HIB,46823,45546,46031 "7-Zip Compression - Test: Decompression Rating (MIPS)",HIB,26894,27100,26281 "ACES DGEMM - Sustained Floating-Point Rate (GFLOP/s)",HIB,1.316003,0.958264,1.219597 "Algebraic Multi-Grid Benchmark - (Figure Of Merit)",HIB,293931600,294666300,293917200 "AOM AV1 - Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4K (FPS)",HIB,,, "AOM AV1 - Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4K (FPS)",HIB,,, "AOM AV1 - Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K (FPS)",HIB,,, "AOM AV1 - Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K (FPS)",HIB,,, "AOM AV1 - Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K (FPS)",HIB,,, "AOM AV1 - Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K (FPS)",HIB,,, "AOM AV1 - Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K (FPS)",HIB,,, "AOM AV1 - Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 1080p (FPS)",HIB,,, "AOM AV1 - Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080p (FPS)",HIB,,, "AOM AV1 - Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p (FPS)",HIB,,, "AOM AV1 - Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080p (FPS)",HIB,,, "AOM AV1 - Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p (FPS)",HIB,,, "AOM AV1 - Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p (FPS)",HIB,,, "AOM AV1 - Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p (FPS)",HIB,,, "Apache Cassandra - Test: Writes (Op/s)",HIB,,, "ASKAP - Test: tConvolve MT - Gridding (Million Grid Points/sec)",HIB,1403.19,1408.76,1412.5 "ASKAP - Test: tConvolve MT - Degridding (Million Grid Points/sec)",HIB,1370.69,1413.44,1414.37 "ASKAP - Test: tConvolve MPI - Degridding (Mpix/sec)",HIB,2301.72,2301.72,2301.72 "ASKAP - Test: tConvolve MPI - Gridding (Mpix/sec)",HIB,2733.29,2791.44,2791.44 "ASKAP - Test: tConvolve OpenMP - Gridding (Million Grid Points/sec)",HIB,1372.45,1344.73,1365.42 "ASKAP - Test: tConvolve OpenMP - Degridding (Million Grid Points/sec)",HIB,1643.56,1643.56,1653.76 "ASKAP - Test: Hogbom Clean OpenMP (Iterations/sec)",HIB,202.429,205.339,201.613 "asmFish - (Nodes/s)",HIB,,, "ASTC Encoder - Preset: Medium (sec)",LIB,5.9565,5.9244,5.927 "ASTC Encoder - Preset: Thorough (sec)",LIB,18.2438,18.2494,18.2465 "ASTC Encoder - Preset: Exhaustive (sec)",LIB,155.9538,155.8984,155.9487 "Basis Universal - Settings: ETC1S (sec)",LIB,27.969,28.188,27.907 "Basis Universal - Settings: UASTC Level 0 (sec)",LIB,6.623,6.607,6.567 "Basis Universal - Settings: UASTC Level 2 (sec)",LIB,39.39,38.882,39.371 "Basis Universal - Settings: UASTC Level 3 (sec)",LIB,79.55,80.783,80.807 "Build2 - Time To Compile (sec)",LIB,170.492,181.829,171.625 "Bullet Physics Engine - Test: Raytests (sec)",LIB,,, "Bullet Physics Engine - Test: 3000 Fall (sec)",LIB,3.051875,3.05588,3.05494 "Bullet Physics Engine - Test: 1000 Stack (sec)",LIB,3.53145,3.532845,3.5344 "Bullet Physics Engine - Test: 1000 Convex (sec)",LIB,3.6438,3.64507,3.649045 "Bullet Physics Engine - Test: 136 Ragdolls (sec)",LIB,2.07384,2.07698,2.07673 "Bullet Physics Engine - Test: Prim Trimesh (sec)",LIB,0.77657,0.777625,0.779295 "Bullet Physics Engine - Test: Convex Trimesh (sec)",LIB,0.97788,0.978385,0.97967 "C-Blosc - Compressor: blosclz (MB/s)",HIB,15545.1,15594.7,15647.3 "C-Ray - Total Time - 4K, 16 Rays Per Pixel (sec)",LIB,64.66,64.883,64.76 "Coremark - CoreMark Size 666 - Iterations Per Second (Iterations/Sec)",HIB,179640.718563,178107.606679,178970.917226 "DaCapo Benchmark - Java Test: H2 (msec)",LIB,5405,5773,5311 "DaCapo Benchmark - Java Test: Jython (msec)",LIB,3145,3135,3148 "DaCapo Benchmark - Java Test: Eclipse (msec)",LIB,,, "DaCapo Benchmark - Java Test: Tradesoap (msec)",LIB,4600,4573,4723 "DaCapo Benchmark - Java Test: Tradebeans (msec)",LIB,4501,4464,4694 "FLAC Audio Encoding - WAV To FLAC (sec)",LIB,28.862,28.563,28.863 "Git - Time To Complete Common Git Commands (sec)",LIB,46.505,46.669,46.5 "Google SynthMark - Test: VoiceMark_100 (Voices)",HIB,700.588,700.108,705.1 "GraphicsMagick - Operation: Swirl (Iterations/min)",HIB,379,381,383 "GraphicsMagick - Operation: Rotate (Iterations/min)",HIB,1455,1460,1474 "GraphicsMagick - Operation: Sharpen (Iterations/min)",HIB,110,110,109 "GraphicsMagick - Operation: Enhanced (Iterations/min)",HIB,171,171,172 "GraphicsMagick - Operation: Resizing (Iterations/min)",HIB,761,757,759 "GraphicsMagick - Operation: Noise-Gaussian (Iterations/min)",HIB,219,219,219 "GraphicsMagick - Operation: HWB Color Space (Iterations/min)",HIB,1416,1407,1436 "Gzip Compression - Linux Source Tree Archiving To .tar.gz (sec)",LIB,34.082,34.012,34.152 "Helsing - Digit Range: 12 digit (sec)",LIB,7.908,7.883,7.884 "Hierarchical INTegration - Test: FLOAT (QUIPs)",HIB,639136837.25114,639134323.41464,639892233.40889 "Himeno Benchmark - Poisson Pressure Solver (MFLOPS)",HIB,7396.994251,7390.727989,7389.924594 "Java Gradle Build - Gradle Build: Reactor (sec)",LIB,164.531,178.568,181.445 "Kripke - (Throughput FoM)",HIB,,, "LAME MP3 Encoding - WAV To MP3 (sec)",LIB,28.521,28.523,28.552 "libavif avifenc - Encoder Speed: 0 (sec)",LIB,,,174.827 "libavif avifenc - Encoder Speed: 2 (sec)",LIB,,,94.2 "libavif avifenc - Encoder Speed: 6 (sec)",LIB,,,28.703 "libavif avifenc - Encoder Speed: 10 (sec)",LIB,,2.987,2.943 "libavif avifenc - Encoder Speed: 6, Lossless (sec)",LIB,,,78.778 "libavif avifenc - Encoder Speed: 10, Lossless (sec)",LIB,,,4.932 "libgav1 - Video Input: Chimera 1080p (FPS)",HIB,156,144.73,151.43 "libgav1 - Video Input: Summer Nature 4K (FPS)",HIB,52.26,52.23,51.8 "libgav1 - Video Input: Summer Nature 1080p (FPS)",HIB,113.01,114.2,111.02 "libgav1 - Video Input: Chimera 1080p 10-bit (FPS)",HIB,71.1,66.74,65.1 "libjpeg-turbo tjbench - Test: Decompression Throughput (Megapixels/sec)",HIB,206.366046,206.463555,206.387474 "LibRaw - Post-Processing Benchmark (Mpix/sec)",HIB,45.48,45.46,45.85 "Liquid-DSP - Threads: 1 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,20342000,20387000,20347000 "Liquid-DSP - Threads: 2 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,40734000,40736000,40721000 "Liquid-DSP - Threads: 4 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,81422000,81428000,81425000 "Liquid-DSP - Threads: 8 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,114940000,115020000,114950000 "LuaJIT - Test: Composite (Mflops)",HIB,1275.24,1275.38,1275.04 "LuaJIT - Test: Monte Carlo (Mflops)",HIB,376.42,374.22,376.43 "LuaJIT - Test: Fast Fourier Transform (Mflops)",HIB,513.7,514.86,515.19 "LuaJIT - Test: Sparse Matrix Multiply (Mflops)",HIB,1561.13,1562.32,1546.31 "LuaJIT - Test: Dense LU Matrix Factorization (Mflops)",HIB,3069.65,3070.28,3082.04 "LuaJIT - Test: Jacobi Successive Over-Relaxation (Mflops)",HIB,855.28,855.25,855.21 "LuaRadio - Test: Five Back to Back FIR Filters (MiB/s)",HIB,165.2,167,168.7 "LuaRadio - Test: FM Deemphasis Filter (MiB/s)",HIB,230,230.9,231 "LuaRadio - Test: Hilbert Transform (MiB/s)",HIB,23.7,23.6,23.6 "LuaRadio - Test: Complex Phase (MiB/s)",HIB,877.4,871.4,863.1 "LULESH - (z/s)",HIB,691.89999,691.1821,692.90749 "LZ4 Compression - Compression Level: 1 (MB/s)",HIB,,, "LZ4 Compression - Compression Level: 3 (MB/s)",HIB,,, "LZ4 Compression - Compression Level: 9 (MB/s)",HIB,,, "NCNN - Target: CPU - Model: mobilenet (ms)",LIB,14.33,14.61,14.8 "NCNN - Target: CPU-v2-v2 - Model: mobilenet-v2 (ms)",LIB,2.57,2.56,2.54 "NCNN - Target: CPU-v3-v3 - Model: mobilenet-v3 (ms)",LIB,2.38,2.45,2.48 "NCNN - Target: CPU - Model: shufflenet-v2 (ms)",LIB,2.17,2.21,2.19 "NCNN - Target: CPU - Model: mnasnet (ms)",LIB,2.58,,2.55 "NCNN - Target: CPU - Model: efficientnet-b0 (ms)",LIB,4.87,4.32,4.22 "NCNN - Target: CPU - Model: blazeface (ms)",LIB,2.8,2.58,2.88 "NCNN - Target: CPU - Model: googlenet (ms)",LIB,13.06,13.71,13.43 "NCNN - Target: CPU - Model: vgg16 (ms)",LIB,33.37,33.44,32.86 "NCNN - Target: CPU - Model: resnet18 (ms)",LIB,8.47,8.07,7.9 "NCNN - Target: CPU - Model: alexnet (ms)",LIB,12.3,11.91,11.93 "NCNN - Target: CPU - Model: resnet50 (ms)",LIB,17.13,17.33,17.43 "NCNN - Target: CPU - Model: yolov4-tiny (ms)",LIB,17.32,17.19,17.46 "NCNN - Target: CPU - Model: squeezenet_ssd (ms)",LIB,16.33,16.11,16.78 "NCNN - Target: CPU - Model: regnety_400m (ms)",LIB,5.86,5.93,5.84 "nginx - Concurrent Requests: 1 (Reqs/sec)",HIB,,, "nginx - Concurrent Requests: 20 (Reqs/sec)",HIB,,, "nginx - Concurrent Requests: 100 (Reqs/sec)",HIB,,, "nginx - Concurrent Requests: 200 (Reqs/sec)",HIB,,, "Numpy Benchmark - (Score)",HIB,601.85,585.44,599.84 "OpenSSL - (sign/s)",HIB,1411.4,1411.7,1407.6 "OpenSSL - (verify/s)",HIB,98993.8,99010.8,99014.6 "OpenSSL - Algorithm: SHA256 (byte/s)",HIB,7966193830,7982482300,7968901040 "OpenSSL - Algorithm: RSA4096 (sign/s)",HIB,1408.2,1411.6,1408.7 "OpenSSL - Algorithm: RSA4096 (verify/s)",HIB,99456.7,99400.9,99461.6 "OSBench - Test: Create Files (us/Event)",LIB,12.596821,11.528168,11.541061 "OSBench - Test: Create Threads (us/Event)",LIB,8.339882,8.878708,8.280277 "OSBench - Test: Launch Programs (us/Event)",LIB,28.669834,29.728413,29.718876 "OSBench - Test: Create Processes (us/Event)",LIB,17.280579,17.402172,17.578602 "OSBench - Test: Memory Allocations (Ns/Event)",LIB,84.023952,84.363937,84.382057 "Parallel BZIP2 Compression - FreeBSD-13.0-RELEASE-amd64-memstick.img Compression (sec)",LIB,18.56,18.142,18.508 "Perl Benchmarks - Test: Pod2html (sec)",LIB,0.07849283,0.07839665,0.07851346 "Perl Benchmarks - Test: Interpreter (sec)",LIB,0.00285779,0.00304043,0.00290999 "PHP Micro Benchmarks - Test: Zend bench (sec)",LIB,0.495,0.466,0.487 "PHP Micro Benchmarks - Test: Zend micro_bench (sec)",LIB,2.528,2.518,2.526 "PHPBench - PHP Benchmark Suite (Score)",HIB,664616,665684,664280 "POV-Ray - Trace Time (sec)",LIB,73.503,73.753,73.438 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.002,0.002,0.002 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.006,0.006,0.006 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.009,0.009,0.009 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.024,0.024,0.024 "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.033,0.035,0.036 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.089,0.09,0.09 "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.154,0.153,0.152 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.389,0.39,0.389 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.813,0.809,0.811 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.615,1.615,1.611 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyPerformance - Benchmark: go (Milliseconds)",LIB,185,185,184 "PyPerformance - Benchmark: 2to3 (Milliseconds)",LIB,243,246,243 "PyPerformance - Benchmark: chaos (Milliseconds)",LIB,83.6,83.4,83.6 "PyPerformance - Benchmark: float (Milliseconds)",LIB,88.1,86.7,86.8 "PyPerformance - Benchmark: nbody (Milliseconds)",LIB,111,111,111 "PyPerformance - Benchmark: pathlib (Milliseconds)",LIB,12.4,12.4,12.4 "PyPerformance - Benchmark: raytrace (Milliseconds)",LIB,395,396,396 "PyPerformance - Benchmark: json_loads (Milliseconds)",LIB,19.9,19.9,19.9 "PyPerformance - Benchmark: crypto_pyaes (Milliseconds)",LIB,95.2,95,95 "PyPerformance - Benchmark: regex_compile (Milliseconds)",LIB,116,116,116 "PyPerformance - Benchmark: python_startup (Milliseconds)",LIB,17.3,17.5,17.6 "PyPerformance - Benchmark: django_template (Milliseconds)",LIB,34,33.9,33.9 "PyPerformance - Benchmark: pickle_pure_python (Milliseconds)",LIB,336,336,335 "R Benchmark - (sec)",LIB,,, "SQLite - Threads / Copies: 1 (sec)",LIB,,, "SQLite Speedtest - Timed Time - Size 1,000 (sec)",LIB,50.914,50.327,50.678 "Stockfish - Total Time (Nodes/s)",HIB,13271759,12858508,13306262 "Sunflow Rendering System - Global Illumination + Image Synthesis (sec)",LIB,1.832,1.812,1.713 "TensorFlow Lite - Model: SqueezeNet (us)",LIB,,, "TensorFlow Lite - Model: Inception V4 (us)",LIB,,, "TensorFlow Lite - 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