pyhpc intel Intel Core i9-11900K testing with a ASUS ROG MAXIMUS XIII HERO (1007 BIOS) and Gigabyte AMD Radeon RX 6800/6800 XT / 6900 16GB on Ubuntu 21.10 via the Phoronix Test Suite. Core i5 11600K: Processor: Intel Core i5-11600K @ 4.90GHz (6 Cores / 12 Threads), Motherboard: ASUS ROG MAXIMUS XIII HERO (1007 BIOS), Chipset: Intel Tiger Lake-H, Memory: 32GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB, Graphics: Gigabyte AMD Radeon RX 6800/6800 XT / 6900 16GB (2575/1000MHz), Audio: Intel Tiger Lake-H HD Audio, Monitor: ASUS MG28U, Network: 2 x Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411 OS: Ubuntu 21.10, Kernel: 5.15.0-051500rc6daily20211023-generic (x86_64) 20211022, Desktop: GNOME Shell 40.5, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.0-devel (git-c2d522b 2021-10-23 impish-oibaf-ppa) (LLVM 12.0.1 DRM 3.42 5.15.0-051500rc6daily20211023-generic), Vulkan: 1.2.195, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160 Core i5-11600K: Processor: Intel Core i5-11600K @ 4.90GHz (6 Cores / 12 Threads), Motherboard: ASUS ROG MAXIMUS XIII HERO (1007 BIOS), Chipset: Intel Tiger Lake-H, Memory: 32GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB, Graphics: Gigabyte AMD Radeon RX 6800/6800 XT / 6900 16GB (2575/1000MHz), Audio: Intel Tiger Lake-H HD Audio, Monitor: ASUS MG28U, Network: 2 x Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411 OS: Ubuntu 21.10, Kernel: 5.15.0-051500rc6daily20211023-generic (x86_64) 20211022, Desktop: GNOME Shell 40.5, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.0-devel (git-c2d522b 2021-10-23 impish-oibaf-ppa) (LLVM 12.0.1 DRM 3.42 5.15.0-051500rc6daily20211023-generic), Vulkan: 1.2.195, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160 Core i9 11900K: Processor: Intel Core i9-11900K @ 5.10GHz (8 Cores / 16 Threads), Motherboard: ASUS ROG MAXIMUS XIII HERO (1007 BIOS), Chipset: Intel Tiger Lake-H, Memory: 32GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB, Graphics: Gigabyte AMD Radeon RX 6800/6800 XT / 6900 16GB (2575/1000MHz), Audio: Intel Tiger Lake-H HD Audio, Monitor: ASUS MG28U, Network: 2 x Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411 OS: Ubuntu 21.10, Kernel: 5.15.0-051500rc6daily20211023-generic (x86_64) 20211022, Desktop: GNOME Shell 40.5, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.0-devel (git-c2d522b 2021-10-23 impish-oibaf-ppa) (LLVM 12.0.1 DRM 3.42 5.15.0-051500rc6daily20211023-generic), Vulkan: 1.2.195, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160 Core i9-11900K: Processor: Intel Core i9-11900K @ 5.10GHz (8 Cores / 16 Threads), Motherboard: ASUS ROG MAXIMUS XIII HERO (1007 BIOS), Chipset: Intel Tiger Lake-H, Memory: 32GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB, Graphics: Gigabyte AMD Radeon RX 6800/6800 XT / 6900 16GB (2575/1000MHz), Audio: Intel Tiger Lake-H HD Audio, Monitor: ASUS MG28U, Network: 2 x Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411 OS: Ubuntu 21.10, Kernel: 5.15.0-051500rc6daily20211023-generic (x86_64) 20211022, Desktop: GNOME Shell 40.5, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.0-devel (git-c2d522b 2021-10-23 impish-oibaf-ppa) (LLVM 12.0.1 DRM 3.42 5.15.0-051500rc6daily20211023-generic), Vulkan: 1.2.195, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160 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 Core i5 11600K . 0.003 |======================================================= Core i5-11600K . 0.003 |======================================================= Core i9 11900K . 0.002 |===================================== Core i9-11900K . 0.002 |===================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.001 |======================================================= Core i5-11600K . 0.001 |======================================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.013 |======================================================= Core i5-11600K . 0.012 |=================================================== Core i9 11900K . 0.011 |=============================================== Core i9-11900K . 0.012 |=================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.002 |======================================================= Core i5-11600K . 0.002 |======================================================= Core i9 11900K . 0.001 |============================ Core i9-11900K . 0.001 |============================ PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.035 |===================================================== Core i5-11600K . 0.036 |======================================================= Core i9 11900K . 0.033 |================================================== Core i9-11900K . 0.033 |================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.008 |======================================================= Core i5-11600K . 0.008 |======================================================= Core i9 11900K . 0.008 |======================================================= Core i9-11900K . 0.008 |======================================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.147 |======================================================= Core i5-11600K . 0.147 |======================================================= Core i9 11900K . 0.141 |===================================================== Core i9-11900K . 0.140 |==================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.034 |======================================================= Core i5-11600K . 0.034 |======================================================= Core i9 11900K . 0.028 |============================================= Core i9-11900K . 0.028 |============================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.681 |====================================================== Core i5-11600K . 0.690 |======================================================= Core i9 11900K . 0.649 |==================================================== Core i9-11900K . 0.648 |==================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.001 |======================================================= Core i5-11600K . 0.001 |======================================================= Core i9 11900K . 0.001 |======================================================= Core i9-11900K . 0.001 |======================================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.003 |======================================================= Core i5-11600K . 0.003 |======================================================= Core i9 11900K . 0.003 |======================================================= Core i9-11900K . 0.003 |======================================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.003 |======================================================= Core i5-11600K . 0.003 |======================================================= Core i9 11900K . 0.003 |======================================================= Core i9-11900K . 0.003 |======================================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.014 |======================================================= Core i5-11600K . 0.014 |======================================================= Core i9 11900K . 0.013 |=================================================== Core i9-11900K . 0.013 |=================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.003 |======================================================= Core i5-11600K . 0.003 |======================================================= Core i9 11900K . 0.002 |===================================== Core i9-11900K . 0.002 |===================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.006 |======================================================= Core i5-11600K . 0.005 |============================================== Core i9 11900K . 0.005 |============================================== Core i9-11900K . 0.005 |============================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.014 |======================================================= Core i5-11600K . 0.014 |======================================================= Core i9 11900K . 0.013 |=================================================== Core i9-11900K . 0.013 |=================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.025 |======================================================= Core i5-11600K . 0.025 |======================================================= Core i9 11900K . 0.023 |=================================================== Core i9-11900K . 0.023 |=================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.001 |======================================================= Core i5-11600K . 0.001 |======================================================= Core i9 11900K . 0.001 |======================================================= Core i9-11900K . 0.001 |======================================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.004 |======================================================= Core i5-11600K . 0.004 |======================================================= Core i9 11900K . 0.004 |======================================================= Core i9-11900K . 0.004 |======================================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.004 |======================================================= Core i5-11600K . 0.004 |======================================================= Core i9 11900K . 0.003 |========================================= Core i9-11900K . 0.003 |========================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.018 |======================================================= Core i5-11600K . 0.018 |======================================================= Core i9 11900K . 0.016 |================================================= Core i9-11900K . 0.017 |==================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.011 |======================================================= Core i5-11600K . 0.011 |======================================================= Core i9 11900K . 0.010 |================================================== Core i9-11900K . 0.010 |================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.054 |======================================================= Core i5-11600K . 0.054 |======================================================= Core i9 11900K . 0.050 |=================================================== Core i9-11900K . 0.050 |=================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.056 |====================================================== Core i5-11600K . 0.057 |======================================================= Core i9 11900K . 0.053 |=================================================== Core i9-11900K . 0.053 |=================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.100 |======================================================= Core i5-11600K . 0.100 |======================================================= Core i9 11900K . 0.092 |=================================================== Core i9-11900K . 0.092 |=================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.013 |======================================================= Core i5-11600K . 0.013 |======================================================= Core i9 11900K . 0.012 |=================================================== Core i9-11900K . 0.012 |=================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.070 |======================================================= Core i5-11600K . 0.069 |====================================================== Core i9 11900K . 0.065 |=================================================== Core i9-11900K . 0.064 |================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.045 |======================================================= Core i5-11600K . 0.045 |======================================================= Core i9 11900K . 0.042 |=================================================== Core i9-11900K . 0.042 |=================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.245 |======================================================= Core i5-11600K . 0.246 |======================================================= Core i9 11900K . 0.226 |=================================================== Core i9-11900K . 0.226 |=================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.181 |===================================================== Core i5-11600K . 0.188 |======================================================= Core i9 11900K . 0.167 |================================================= Core i9-11900K . 0.167 |================================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 1.020 |======================================================= Core i5-11600K . 1.021 |======================================================= Core i9 11900K . 0.938 |=================================================== Core i9-11900K . 0.938 |=================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.264 |======================================================= Core i5-11600K . 0.262 |======================================================= Core i9 11900K . 0.241 |================================================== Core i9-11900K . 0.241 |================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.472 |======================================================= Core i5-11600K . 0.470 |======================================================= Core i9 11900K . 0.434 |=================================================== Core i9-11900K . 0.433 |================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 1.399 |======================================================= Core i5-11600K . 1.411 |======================================================= Core i9 11900K . 1.306 |=================================================== Core i9-11900K . 1.307 |=================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 2.019 |======================================================= Core i5-11600K . 2.001 |======================================================= Core i9 11900K . 1.910 |==================================================== Core i9-11900K . 1.916 |==================================================== 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 Core i5 11600K . 0.004 |======================================================= Core i5-11600K . 0.004 |======================================================= Core i9 11900K . 0.004 |======================================================= Core i9-11900K . 0.004 |======================================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.002 |======================================================= Core i5-11600K . 0.002 |======================================================= Core i9 11900K . 0.002 |======================================================= Core i9-11900K . 0.002 |======================================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.015 |======================================================= Core i5-11600K . 0.015 |======================================================= Core i9 11900K . 0.015 |======================================================= Core i9-11900K . 0.014 |=================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.053 |======================================================= Core i5-11600K . 0.053 |======================================================= Core i9 11900K . 0.049 |=================================================== Core i9-11900K . 0.049 |=================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.323 |======================================================= Core i5-11600K . 0.323 |======================================================= Core i9 11900K . 0.304 |==================================================== Core i9-11900K . 0.307 |==================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.210 |====================================================== Core i5-11600K . 0.213 |======================================================= Core i9 11900K . 0.197 |=================================================== Core i9-11900K . 0.196 |=================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 1.400 |====================================================== Core i5-11600K . 1.418 |======================================================= Core i9 11900K . 1.313 |=================================================== Core i9-11900K . 1.311 |=================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.005 |======================================================= Core i5-11600K . 0.005 |======================================================= Core i9 11900K . 0.005 |======================================================= Core i9-11900K . 0.005 |======================================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.062 |======================================================= Core i5-11600K . 0.062 |======================================================= Core i9 11900K . 0.058 |=================================================== Core i9-11900K . 0.057 |=================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.021 |======================================================= Core i5-11600K . 0.021 |======================================================= Core i9 11900K . 0.020 |==================================================== Core i9-11900K . 0.021 |======================================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 0.326 |======================================================= Core i5-11600K . 0.326 |======================================================= Core i9 11900K . 0.306 |==================================================== Core i9-11900K . 0.307 |==================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.089 |======================================================= Core i5-11600K . 0.089 |======================================================= Core i9 11900K . 0.085 |===================================================== Core i9-11900K . 0.085 |===================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Core i5 11600K . 1.402 |======================================================= Core i5-11600K . 1.412 |======================================================= Core i9 11900K . 1.338 |==================================================== Core i9-11900K . 1.328 |==================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better Core i5 11600K . 0.001 |======================================================= Core i5-11600K . 0.001 |======================================================= Core i9 11900K . 0.001 |======================================================= Core i9-11900K . 0.001 |======================================================= 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 Core i5 11600K . 0.002 |======================================================= Core i5-11600K . 0.002 |======================================================= Core i9 11900K . 0.002 |======================================================= Core i9-11900K . 0.002 |======================================================= 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 Core i5 11600K . 0.006 |======================================================= Core i5-11600K . 0.006 |======================================================= Core i9 11900K . 0.005 |============================================== Core i9-11900K . 0.005 |============================================== 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 Core i5 11600K . 0.023 |===================================================== Core i5-11600K . 0.024 |======================================================= Core i9 11900K . 0.022 |================================================== Core i9-11900K . 0.022 |================================================== 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 Core i5 11600K . 0.103 |======================================================= Core i5-11600K . 0.103 |======================================================= Core i9 11900K . 0.096 |=================================================== Core i9-11900K . 0.096 |=================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better