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