add fast inference tutorial

[yiheng-wang-nv]

Fixes # .

Description

A few sentences describing the changes proposed in this pull request.

Checks

• Avoid including large-size files in the PR.
• Clean up long text outputs from code cells in the notebook.
• For security purposes, please check the contents and remove any sensitive info such as user names and private key.
• Ensure (1) hyperlinks and markdown anchors are working (2) use relative paths for tutorial repo files (3) put figure and graphs in the ./figure folder
• Notebook runs automatically ./runner.sh -t <path to .ipynb file>

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[ericspod]

This addresses #1865 I assume.

[yiheng-wang-nv]

HI @ericspod @Nic-Ma @KumoLiu , the tutorial is almost ready, could you help to review the layout first?
I will add analyze and visualization results later

[yiheng-wang-nv]

HI @ericspod @Nic-Ma @KumoLiu , the tutorial is almost ready, could you help to review the layout first? I will add analyze and visualization results later

tutorial is ready.

[KumoLiu]

Do you think we can also include the .nii.gz benchmark result in the notebook since the original data is nii.gz format.

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