numpytest2 Intel Xeon W-1370P testing with a Supermicro X12SCA-5F v1.00 (1.0a BIOS) and Intel RKL GT1 124GB on Ubuntu 22.04 via the Phoronix Test Suite. numpy_test_2: Processor: Intel Xeon W-1370P @ 5.10GHz (8 Cores / 16 Threads), Motherboard: Supermicro X12SCA-5F v1.00 (1.0a BIOS), Chipset: Intel Tiger Lake-H, Memory: 128GB, Disk: 2000GB Samsung SSD 970 EVO Plus 2TB, Graphics: Intel RKL GT1 123GB (1300MHz), Audio: Realtek ALC888-VD, Monitor: DELL P2219H, Network: Intel + Intel I225-LM OS: Ubuntu 22.04, Kernel: 5.15.0-43-generic (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.5, Vulkan: 1.3.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 test3: Processor: Intel Xeon W-1370P @ 5.10GHz (8 Cores / 16 Threads), Motherboard: Supermicro X12SCA-5F v1.00 (1.0a BIOS), Chipset: Intel Tiger Lake-H, Memory: 128GB, Disk: 2000GB Samsung SSD 970 EVO Plus 2TB, Graphics: Intel RKL GT1 123GB (1300MHz), Audio: Realtek ALC888-VD, Monitor: DELL P2219H, Network: Intel + Intel I225-LM OS: Ubuntu 22.04, Kernel: 5.15.0-43-generic (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.5, Vulkan: 1.3.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 test4: Processor: Intel Xeon W-1370P @ 5.10GHz (8 Cores / 16 Threads), Motherboard: Supermicro X12SCA-5F v1.00 (1.0a BIOS), Chipset: Intel Tiger Lake-H, Memory: 128GB, Disk: 2000GB Samsung SSD 970 EVO Plus 2TB, Graphics: Intel RKL GT1 124GB (1300MHz), Audio: Realtek ALC888-VD, Monitor: DELL P2219H, Network: Intel + Intel I225-LM OS: Ubuntu 22.04, Kernel: 5.15.0-46-generic (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.5, Vulkan: 1.3.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 test5_conda: Processor: Intel Xeon W-1370P @ 5.10GHz (8 Cores / 16 Threads), Motherboard: Supermicro X12SCA-5F v1.00 (1.0a BIOS), Chipset: Intel Tiger Lake-H, Memory: 128GB, Disk: 2000GB Samsung SSD 970 EVO Plus 2TB, Graphics: Intel RKL GT1 124GB (1300MHz), Audio: Realtek ALC888-VD, Monitor: DELL P2219H, Network: Intel + Intel I225-LM OS: Ubuntu 22.04, Kernel: 5.15.0-46-generic (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.5, Vulkan: 1.3.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 Numpy Benchmark Score > Higher Is Better numpy_test_2 . 587.74 |======================================================== test3 ........ 582.55 |======================================================= test4 ........ 549.41 |==================================================== test5_conda .. 591.18 |========================================================