Important

NeMo 2.0 is an experimental feature and currently released in the dev container only: nvcr.io/nvidia/nemo:dev. Please refer to NeMo 2.0 overview for information on getting started.

Performance

Training Performance Results

We measured the training throughput of the NSFW model on a single DGX A100 node. The table below shows the performance results.

• NVIDIA DGX A100 (8 x A100 80GB for CLIP L/14 base model)

Model	Metric	Nodes
		1
NSFW L/14	Samples per Second	1680

Inference Performance Results

Because the NSFW model is built on top of pretrained CLIP with a small linear probing layer, inference performance is expected to match CLIP inference performance. See CLIP Inference Performance Results for details.