pytorch tensorflow
AMD Ryzen 9 7950X 16-Core testing with a ASUS ROG STRIX X670E-E GAMING WIFI (1905 BIOS) and NVIDIA GeForce RTX 3080 10GB on Ubuntu 23.10 via the Phoronix Test Suite.


AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080: 

	Processor: AMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG STRIX X670E-E GAMING WIFI (1905 BIOS), Chipset: AMD Device 14d8, Memory: 2 x 16GB DRAM-6000MT/s G Skill F5-6000J3038F16G, Disk: 2000GB Samsung SSD 980 PRO 2TB + 123GB SanDisk 3.2Gen1, Graphics: NVIDIA GeForce RTX 3080 10GB, Audio: NVIDIA GA102 HD Audio, Monitor: DELL U2723QE, Network: Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411

	OS: Ubuntu 23.10, Kernel: 6.7.0-060700-generic (x86_64), Desktop: GNOME Shell 45.2, Display Server: X Server 1.21.1.7, Display Driver: NVIDIA 550.54.14, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.4.89, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160


PyTorch 2.2.1
Device: CPU - Batch Size: 1 - Model: ResNet-50
batches/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 71.77 |==================


PyTorch 2.2.1
Device: CPU - Batch Size: 1 - Model: ResNet-152
batches/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 29.39 |==================


PyTorch 2.2.1
Device: CPU - Batch Size: 16 - Model: ResNet-50
batches/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 48.85 |==================


PyTorch 2.2.1
Device: CPU - Batch Size: 32 - Model: ResNet-50
batches/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 48.54 |==================


PyTorch 2.2.1
Device: CPU - Batch Size: 64 - Model: ResNet-50
batches/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 48.57 |==================


PyTorch 2.2.1
Device: CPU - Batch Size: 16 - Model: ResNet-152
batches/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 20.08 |==================


PyTorch 2.2.1
Device: CPU - Batch Size: 256 - Model: ResNet-50
batches/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 48.51 |==================


PyTorch 2.2.1
Device: CPU - Batch Size: 32 - Model: ResNet-152
batches/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 19.52 |==================


PyTorch 2.2.1
Device: CPU - Batch Size: 64 - Model: ResNet-152
batches/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 19.69 |==================


PyTorch 2.2.1
Device: CPU - Batch Size: 256 - Model: ResNet-152
batches/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 19.90 |==================


PyTorch 2.2.1
Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_l
batches/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 16.53 |==================


PyTorch 2.2.1
Device: CPU - Batch Size: 16 - Model: Efficientnet_v2_l
batches/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 11.56 |==================


PyTorch 2.2.1
Device: CPU - Batch Size: 32 - Model: Efficientnet_v2_l
batches/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 11.86 |==================


PyTorch 2.2.1
Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_l
batches/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 11.77 |==================


PyTorch 2.2.1
Device: CPU - Batch Size: 256 - Model: Efficientnet_v2_l
batches/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 11.84 |==================


TensorFlow 2.16.1
Device: CPU - Batch Size: 1 - Model: VGG-16
images/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 5.65 |===================


TensorFlow 2.16.1
Device: CPU - Batch Size: 1 - Model: AlexNet
images/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 16.11 |==================


TensorFlow 2.16.1
Device: CPU - Batch Size: 16 - Model: VGG-16
images/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 18.05 |==================


TensorFlow 2.16.1
Device: CPU - Batch Size: 32 - Model: VGG-16
images/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 18.99 |==================


TensorFlow 2.16.1
Device: CPU - Batch Size: 64 - Model: VGG-16
images/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 19.68 |==================


TensorFlow 2.16.1
Device: CPU - Batch Size: 16 - Model: AlexNet
images/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 170.76 |=================


TensorFlow 2.16.1
Device: CPU - Batch Size: 32 - Model: AlexNet
images/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 254.51 |=================


TensorFlow 2.16.1
Device: CPU - Batch Size: 64 - Model: AlexNet
images/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 334.74 |=================


TensorFlow 2.16.1
Device: CPU - Batch Size: 1 - Model: GoogLeNet
images/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 61.10 |==================


TensorFlow 2.16.1
Device: CPU - Batch Size: 1 - Model: ResNet-50
images/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 16.15 |==================


TensorFlow 2.16.1
Device: CPU - Batch Size: 16 - Model: GoogLeNet
images/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 142.24 |=================


TensorFlow 2.16.1
Device: CPU - Batch Size: 16 - Model: ResNet-50
images/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 41.34 |==================


TensorFlow 2.16.1
Device: CPU - Batch Size: 32 - Model: GoogLeNet
images/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 141.41 |=================


TensorFlow 2.16.1
Device: CPU - Batch Size: 32 - Model: ResNet-50
images/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 42.48 |==================


TensorFlow 2.16.1
Device: CPU - Batch Size: 64 - Model: GoogLeNet
images/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 138.76 |=================


TensorFlow 2.16.1
Device: CPU - Batch Size: 64 - Model: ResNet-50
images/sec > Higher Is Better
AMD Ryzen 9 7950X 16-Core - NVIDIA GeForce RTX 3080 . 42.68 |==================