Home > AI Solutions > Artificial Intelligence > White Papers > Performance of Dell Servers Running with NVIDIA Accelerators on MLPerf™ Training v2.0 > Overview
This section describes performance improvements from MLPerf Training v1.1 to MLPerf Training v2.0.
The following figures show the performance improvements from the same system (having identical servers and accelerators):
The performance gains seen with the PowerEdge R750xa server with four A100-PCIE-80GB cards are 4.54 percent and with two PowerEdge XE8545 servers with four A100-SXM-80GB cards are 4.93 percent for the ResNet50 model.
The performance gains seen with the PowerEdge R750xa server with four A100-PCIE-80GB cards are 3.55 percent and with two PowerEdge XE8545 servers with four A100-SXM-80GB cards are 9.30 percent for the BERT model.
The performance gains come from software-only improvements with the same hardware and most of the gains are from the SXM form factor card.