Overview

This notebook is a reference for deploying an XGBoost model on Triton with the FIL backend. The notebook explains how one can deploy XGBoost model in Triton, check deployment status and send inference requests, set concurrent model execution and dynamic batching and find the best deployment configuration using Model Analyzer.

Deploying the notebooks

To deploy these notebooks with the optimal configuration to the cloud please click the \"deploy\" button on the top right of NGC.

Reading the notebook without leaving NGC

If you want to read through the notebook example without leaving our website, follow these steps:

Navigate to the File Browser tab of the asset in NGC
Select the version you'd like to see
Next to the .ipynb file select \"View Jupyter\"
There you have it! You can read a notebook for documentation and copy code samples without ever leaving NGC.
All the instructions you need to get started are in the resource - so head over and see how to get up and running.

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The notebook explains how one can deploy XGBoost model in Triton, check deployment status and send inference requests, set concurrent model execution and dynamic batching and find the best deployment configuration using Model Analyzer.\n\n## Deploying the notebooks\n\nTo deploy these notebooks with the optimal configuration to the cloud please click the \"deploy\" button on the top right of NGC. \n\n## Reading the notebook without leaving NGC\n\nIf you want to read through the notebook example without leaving our website, follow these steps:\n\n1. Navigate to the File Browser tab of the asset in NGC\n2. Select the version you'd like to see\n3. Next to the .ipynb file select \"View Jupyter\"\n4. There you have it! You can read a notebook for documentation and copy code samples without ever leaving NGC.\n5. 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These cookies enable us to provide enhanced website functionality and personalization as well as make the marketing messages we send to you more relevant to your interests. If you do not allow these cookies, then some or all of these services may not function properly.",[603,604,605,606,607,608,609,610,611,612,613,614,615,616,617,618,619,620,621,622,623],[568,569,570,571,572],{"_370":463,"_200":463,"_162":372,"_343":594},{"_370":429,"_200":429,"_162":372,"_343":589},{"_370":582,"_200":582,"_162":372,"_343":583},{"_370":578,"_200":578,"_162":372,"_343":579},{"_370":573,"_200":573,"_162":372,"_343":574},"nvcrm.my.site.com",[575],{"_76":576,"_377":573,"_378":30,"_162":577},"BrowserId","If you know anything about this cookie and its uses that are not specific to a particular site please add your contributions.","nvidia.partners",[580],{"_76":581,"_377":578,"_378":30,"_162":412},"edge","github.com",[584,585],{"_76":588,"_377":582,"_378":30,"_162":587},{"_76":586,"_377":582,"_378":30,"_162":587},"logged_in","This domain is owned by Github. 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