Description
NVIDIA Clara - Intelligent Compute Engine for Healthcare and Life Sciences
- 8:30 AM - Registration
- 9:15 AM – Introduction
- Clara Platform 1.0 GA Overview
- Medical Imaging AI brief
- NGC & NGC-ready systems
- 10:00 AM – Coffee Break
- 10:30 AM - Clara Train – AIAA
- AI Assisted Annotation (AIAA) Tool
- Live Demo of Clara Train SDK
- 11:00 AM - The Medical Imaging Interaction Toolkit (MIKT) Demo
- MITK toolkit related workflow and capabilities live demo
- Annotation workflow live demo
- 11:15 AM - Clara Train – TLT
- Transfer learning toolkit for Clara Train
- Live demo of Transfer learning workflow
- 12:00 PM – Lunch
- 1:00 PM – Clara Deploy
- Live demonstration of Clara Deploy SDK
- 1:45 PM – TensorRT
- Introduction to TensorRT and TRTIS
- INT8 calibration and its peculiarities in the medical domain
- 2:30 PM - Clara Train Demo by SNAC
- Demonstration by SNAC team on Clara Train and Deploy for Neuroimaging use case
- Q&A
- 3:00 PM – Coffee Break
- Open discussion between participants
- Q&A
- 4:00 PM – End of workshop
Instructor will run live Clara demo concentrating on explaining all the working parts. If you would like to run excercises on your machine, please bring a fully charged laptop and do the following preparation prior to the workshop. Running hands-on is optional and not compulsory to benefit from the workshop.
Hands-on preparation:
- Download the docker version for:
- Clara Train at NGC (nvcr.io/nvidia/clara-train-sdk:v1.0-py3),
- Clara Deploy at NGC (https://ngc.nvidia.com/catalog/model-scripts/nvidia:clara_deploy_sdk)
- Install the latest Nvidia Driver for your GPU in linux environment (e.g 410+) and Compute Capability 5.2 and above
- Install Cuda version 10.1 on your laptop
- Download the data: https://drive.google.com/open?id=1A2IU8Sgea1h3fYLpYtFb2v7NYdMjvEhU
We will share access to (1) Jupyter notebook for hands-on exercise and (2) presentation materials after the workshop.
Workshop Instructor: Dr Alvin Ihsani, Deep Learning Solutions Architect, Medical Imaging, NVIDIA Corporation
In collaboration with:
Map and Directions
NVIDIA Clara Platform for Healthcare Workshop at Centenary Institute Lecture Theatre Level 6
Building 93 Royal Prince Alfred Hospital, Missenden Rd (follow Johns Hopkins Drive) Camperdown , Australia, NSW 2050, Australia