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Use Pre-Trained Tensorflow Models with a GPU in SAP AI Core #23462

@gianfranco-s

Description

@gianfranco-s

Tutorials: https://developers.sap.com/tutorials/ai-core-tensorflow-byod.html

I'm using the Free Tier. I'm fairly certain that this tutorial cannot be completed with GPU nodes
The tutorial can be completed without GPU nodes, although ATM I don't have any way to try it with GPU nodes.

I haven't been able to complete this tutorial because there are multiple issues.
I have solved all the issues with the tutorial. I'll fork the project, and create a PR.

The first issue appears when trying to register the artifact. It is my understanding (after having tried it multiple times) that the application must be created before registering the model.

Here are my proposed changes

Order Current Proposed
1 Step 1 Step 1
2 Step 2 Step 2
3 Step 3 Step 3
4 Step 4 Step 6
5 Step 5 Step 7
6 Step 6 Step 4
7 Step 7 Step 5
8 Step 8 Step 8
9 Step 9 Step 9

Additional comments on current steps

  • Step 6 says to set resourcePlan to infer.s which will enable GPU. Free tier only allows for starter resourcePlan. Maybe add this to the prerequisites?
  • Step 7 has a typo: executables.ai.sap.com/name: "serve-executuable" -> executables.ai.sap.com/name: "serve-executable".

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