Split Intel AI Tools CPU and GPU images.

[sharvil10]

This PR splits the Intel AI Tools images into CPU and GPU images for Intel TensorFlow and Intel PyTorch.

Description

This PR will split the Intel AI Tools CPU & GPU images into separate images. Th exact changes are described below.

1. Split Intel PyTorch into Intel PyTorch CPU & XPU images.
2. Split Intel TensorFlow into Intel TensorFlow CPU & XPU images.
3. Change base image of Intel Jupyter images to be the ubi9 base images instead of the runtime images.

How Has This Been Tested?

This was tested by running make commands to build containers, deploy K8 resources and testing images.

Merge criteria:

• The commits are squashed in a cohesive manner and have meaningful messages.
• Testing instructions have been added in the PR body (for PRs involving changes that are not immediately obvious).
• The developer has manually tested the changes and verified that the changes work

[openshift-ci]

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[openshift-ci]

Hi @sharvil10. Thanks for your PR.

I'm waiting for a opendatahub-io member to verify that this patch is reasonable to test. If it is, they should reply with /ok-to-test on its own line. Until that is done, I will not automatically test new commits in this PR, but the usual testing commands by org members will still work. Regular contributors should join the org to skip this step.

Once the patch is verified, the new status will be reflected by the ok-to-test label.

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[sharvil10]

OpenShift Release PR: openshift/release#51822

[atheo89]

/ok-to-test

[sharvil10]

Seems like it failed because the env variables were wrong for the jupyter images. I fixed it in this PR on OpenShift Release CI #51853.

[sharvil10]

/retest

[sharvil10]

Is it okay to request more resources(CPU and Memory) in the statefulset of jupyter containers to test them? Also, the tests seem to fail arbitrarily locally as well. It works sometimes and sometimes it doesn't with the same error as seen here.

[sharvil10]

/retest

[openshift-ci]

@sharvil10: The following test failed, say /retest to rerun all failed tests or /retest-required to rerun all mandatory failed tests:

Test name	Commit	Details	Required	Rerun command
ci/prow/notebooks-e2e-tests	5c7c4d5	link	true	/test notebooks-e2e-tests

Full PR test history. Your PR dashboard.

Instructions for interacting with me using PR comments are available here. If you have questions or suggestions related to my behavior, please file an issue against the kubernetes-sigs/prow repository. I understand the commands that are listed here.

[harshad16]

@sharvil10 Is it okay to request more resources(CPU and Memory) in the statefulset of jupyter containers to test them? Also, the tests seem to fail arbitrarily locally as well. It works sometimes and sometimes it doesn't with the same error as seen here.

In the Opendatahub, user would have the option to pick different resource limits,
if the question about the resource limits in the testings, we would have to look it up.

Was there a reason to close this PR ?