NVIDIA GPU Cloud (NGC)

https://ngc.nvidia.com/catalog/collections/nvidia:gettingstarted
https://docs.nvidia.com/ngc/ngc-catalog-user-guide/index.html
https://docs.nvidia.com/ngc/index.html
https://ngc.nvidia.com/catalog
https://www.nvidia.com/en-us/gpu-cloud/

The NGC Catalog is a curated set of GPU-optimized software for AI, HPC and Visualization. It consists of containers, pre-trained models, Helm charts for Kubernetes deployments and industry specific AI toolkits with software development kits (SDKs).

Pre-trained models

https://ngc.nvidia.com/catalog
https://ngc.nvidia.com/catalog/models?orderBy=scoreDESC&pageNumber=0&query=clara_pt&quickFilter=&filters=

Models that worked:

  • clara_pt_brain_mri_annotation_t1c

  • clara_pt_brain_mri_segmentation_t1c

  • clara_pt_covid19_ct_lesion_segmentation

  • clara_pt_covid19_ct_lung_annotation

  • clara_pt_covid19_ct_lung_segmentation

  • clara_pt_deepgrow_2d_annotation

  • clara_pt_deepgrow_3d_annotation

  • clara_pt_liver_and_tumor_ct_segmentation

  • clara_pt_pancreas_and_tumor_ct_segmentation

  • clara_pt_prostate_mri_segmentation

  • clara_pt_spleen_ct_annotation

  • clara_pt_spleen_ct_segmentation

Datasets

https://www.synapse.org/#!Synapse:syn3193805/wiki/217789

Download Models

Set AIAA_PORT to the port of your AIAA server:

AIAA_PORT=5000

Set the MODEL variable to the name of the new model. For example, for the model clara_pt_covid19_ct_lung_annotation:

MODEL='clara_pt_covid19_ct_lung_annotation' && VERSION=1

Download:

curl -X PUT "http://127.0.0.1:$AIAA_PORT/admin/model/$MODEL" -H "accept: application/json" -H "Content-Type: application/json" -d '{"path":"nvidia/med/'"$MODEL"'","version":"'"$VERSION"'"}'