pyhpc rocket Intel Core i9-11900K testing with a ASUS ROG MAXIMUS XIII HERO (1007 BIOS) and AMD Radeon VII 16GB on Clear Linux OS 35150 via the Phoronix Test Suite. ,,"1","2","3" Processor,,Intel Core i9-11900K @ 5.10GHz (8 Cores / 16 Threads),Intel Core i9-11900K @ 5.10GHz (8 Cores / 16 Threads),Intel Core i9-11900K @ 5.10GHz (8 Cores / 16 Threads) Motherboard,,ASUS ROG MAXIMUS XIII HERO (1007 BIOS),ASUS ROG MAXIMUS XIII HERO (1007 BIOS),ASUS ROG MAXIMUS XIII HERO (1007 BIOS) Chipset,,Intel Device 43ef,Intel Device 43ef,Intel Device 43ef Memory,,32GB,32GB,32GB Disk,,2000GB Corsair Force MP600 + 257GB Flash Drive,2000GB Corsair Force MP600 + 257GB Flash Drive,2000GB Corsair Force MP600 + 257GB Flash Drive Graphics,,AMD Radeon VII 16GB (1801/1000MHz),AMD Radeon VII 16GB (1801/1000MHz),AMD Radeon VII 16GB (1801/1000MHz) Audio,,Intel Device 43c8,Intel Device 43c8,Intel Device 43c8 Monitor,,ASUS MG28U,ASUS MG28U,ASUS MG28U Network,,2 x Intel + Intel Device 2725,2 x Intel + Intel Device 2725,2 x Intel + Intel Device 2725 OS,,Clear Linux OS 35150,Clear Linux OS 35150,Clear Linux OS 35150 Kernel,,5.14.13-1083.native (x86_64),5.14.13-1083.native (x86_64),5.14.13-1083.native (x86_64) Desktop,,GNOME Shell 41.0,GNOME Shell 41.0,GNOME Shell 41.0 Display Server,,X Server 1.20.11,X Server 1.20.11,X Server 1.20.11 OpenGL,,4.6 Mesa 21.2.4 (LLVM 11.1.0),4.6 Mesa 21.2.4 (LLVM 11.1.0),4.6 Mesa 21.2.4 (LLVM 11.1.0) Vulkan,,1.2.182,1.2.182,1.2.182 Compiler,,GCC 11.2.1 20211015 releases/gcc-11.2.0-353-g6a936be4ad + Clang 11.1.0 + LLVM 11.1.0,GCC 11.2.1 20211015 releases/gcc-11.2.0-353-g6a936be4ad + Clang 11.1.0 + LLVM 11.1.0,GCC 11.2.1 20211015 releases/gcc-11.2.0-353-g6a936be4ad + Clang 11.1.0 + LLVM 11.1.0 File-System,,ext4,ext4,ext4 Screen Resolution,,3840x2160,3840x2160,3840x2160 ,,"1","2","3" "PyHPC Benchmarks - 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Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.012,0.012,0.012 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.003,0.003,0.003 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.003,0.003,0.003 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.001,0.001,0.001 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,0.584,0.584,0.584 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.032,0.032,0.032 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.141,0.141,0.141 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.008,0.008,0.008 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.034,0.034,0.034 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.001,0.001,0.001 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.01,0.01,0.01 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.002,0.002,0.002 "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - 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: 1048576 - 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: 262144 - 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: 65536 - 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: 16384 - 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: PyTorch - Project Size: 4194304 - 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: 1048576 - 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: Bohrium - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 1048576 - 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: 262144 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 262144 - 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: PyTorch - Project Size: 65536 - 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: 16384 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 16384 - Benchmark: Equation of State (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: 16384 - Benchmark: Equation of State (sec)",LIB,,,