5xa5000kw-dl580-3-4-pytorch-batchsize512
KVM testing on Ubuntu 24.04 via the Phoronix Test Suite.


5x a5000kw dl580-3-4 PyTorch Batch size=512: 

	Processor: 4 x Intel Xeon E7-4880 v2 (60 Cores / 120 Threads), Motherboard: QEMU Standard PC (Q35 + ICH9 2009) (edk2-20240813-1.fc40 BIOS), Chipset: Intel 82G33/G31/P35/P31 + ICH9, Memory: 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 4 GB RAM, Disk: 21GB VIRTUAL-DISK, Graphics: Red Hat QXL paravirtual graphic card 22GB, Audio: QEMU Generic, Network: 2 x Red Hat Virtio 1.0 device

	OS: Ubuntu 24.04, Kernel: 6.8.0-45-generic (x86_64), Display Server: X Server, Display Driver: NVIDIA, OpenCL: OpenCL 3.0 CUDA 12.4.131, Compiler: GCC 13.2.0 + CUDA 12.0, File-System: ext4, Screen Resolution: 1024x768, System Layer: KVM


PyTorch 2.2.1
Device: CPU - Batch Size: 512 - Model: ResNet-50
batches/sec > Higher Is Better
5x a5000kw dl580-3-4 PyTorch Batch size=512 . 9.06 |===========================