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	0.769
H100 PCIe	FP16	0.769
A100 SXM	FP16	0.769
A100 PCIe	FP16	0.769
L40S	FP16	0.769
A10G	FP16	0.769
A6000 Ada	FP16	0.769
RTX 4090	FP16	0.769