scikit learn zen 4 amd 7950x
AMD Ryzen 9 7950X 16-Core testing with a ASUS ROG CROSSHAIR X670E HERO (0805 BIOS) and NVIDIA GeForce RTX 3070 Ti 8GB on Ubuntu 22.10 via the Phoronix Test Suite.


a: 

	Processor: AMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR X670E HERO (0805 BIOS), Chipset: AMD Device 14d8, Memory: 32GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: NVIDIA GeForce RTX 3070 Ti 8GB, Audio: NVIDIA GA104 HD Audio, Monitor: ASUS MG28U, Network: Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411

	OS: Ubuntu 22.10, Kernel: 6.0.9-060009-generic (x86_64), Desktop: GNOME Shell 43.0, Display Server: X Server 1.21.1.4, Display Driver: NVIDIA 525.53, OpenGL: 4.6.0, Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 3840x2160

b: 

	Processor: AMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR X670E HERO (0805 BIOS), Chipset: AMD Device 14d8, Memory: 32GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: NVIDIA GeForce RTX 3070 Ti 8GB, Audio: NVIDIA GA104 HD Audio, Monitor: ASUS MG28U, Network: Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411

	OS: Ubuntu 22.10, Kernel: 6.0.9-060009-generic (x86_64), Desktop: GNOME Shell 43.0, Display Server: X Server 1.21.1.4, Display Driver: NVIDIA 525.53, OpenGL: 4.6.0, Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 3840x2160

c: 

	Processor: AMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR X670E HERO (0805 BIOS), Chipset: AMD Device 14d8, Memory: 32GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: NVIDIA GeForce RTX 3070 Ti 8GB, Audio: NVIDIA GA104 HD Audio, Monitor: ASUS MG28U, Network: Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411

	OS: Ubuntu 22.10, Kernel: 6.0.9-060009-generic (x86_64), Desktop: GNOME Shell 43.0, Display Server: X Server 1.21.1.4, Display Driver: NVIDIA 525.53, OpenGL: 4.6.0, Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 3840x2160


Scikit-Learn 1.1.3
Benchmark: Sparse Random Projections, 100 Iterations
Seconds < Lower Is Better
a . 97.73 |====================================================================
b . 94.45 |==================================================================
c . 96.30 |===================================================================


Scikit-Learn 1.1.3
Benchmark: MNIST Dataset
Seconds < Lower Is Better
a . 70.29 |===================================================================
b . 68.64 |=================================================================
c . 71.78 |====================================================================


Scikit-Learn 1.1.3
Benchmark: TSNE MNIST Dataset
Seconds < Lower Is Better
a . 17.89 |===================================================================
b . 17.58 |==================================================================
c . 18.20 |====================================================================