Accuracy

Evaluation Dataset

ImageNet dataset

Properties: 50,000 validation images from ImageNet dataset

Methodology and KPI

The performance of zero shot accuracy of NV-CLIP NIM on ImageNet validation dataset.

Model	top-1 Accuracy
ViT-H-224	0.7786

The performance of zero shot accuracy of NV-CLIP NIM on ImageNet validation dataset of optimized TensorRT models are as follow:

GPU	Precision	top-1 Accuracy
H100 SXM	FP16	76.91
H100 NVL	FP16	76.92
H100 PCIe	FP16	76.92
A100 SXM	FP16	76.94
A100 PCIe	FP16	76.94
L40S	FP16	76.9
L4	FP16	76.93
A10G	FP16	76.88
A6000 Ada	FP16	76.92
RTX 4090	FP16	76.94
RTX 5080-WSL	FP16	76.91
RTX 5090-WSL	FP16	76.91
GH-200	FP16	76.92