Incorporate rocm-pytorch and rocm-tensorflow runtime images

[atheo89]

Related to: https://issues.redhat.com/browse/RHOAIENG-9680
Depends on: #620

Description

Include PyTorch AMD and Tensorflow AMD images in the pre-included runtime image lists.
We need to provide runtime images with AMD support so that they can be used in the Pipeline creation via Elyra component or directly.

NOTE: This PR has dependency of this one: #620 as for the runtime builds the base image is amd-ubi9-python-3.9

Follow up items that will break up on different tracking tasks:

• Update the CI to build these images
  • [ODH] Onboard rocm pytorch and tensorflow runtimes on the ci main config openshift/release#54567
  • [ODH] Follow up to onboard jobs for rocm-tensorflow openshift/release#54579
• Inject runtime-images to the ds notebook:
  • [WIP] Inject rocm runtimes to runtime-images folder #628
• Coordinate to change the naming from AMD to ROCM as more proper name?

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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[atheo89]

Build Notebooks (pr) / Generate job matrix (pull_request) Failing because this PR should be merged first. #620
(Check the note on the PR description)

[openshift-ci]

@atheo89: The following tests 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/amd-runtimes-ubi9-e2e-tests	767e285	link	true	/test amd-runtimes-ubi9-e2e-tests
ci/prow/runtime-rocm-pytorch-ubi9-python-3-9-pr-image-mirror	767e285	link	true	/test runtime-rocm-pytorch-ubi9-python-3-9-pr-image-mirror
ci/prow/images	767e285	link	true	/test images
ci/prow/rocm-notebooks-e2e-tests	767e285	link	true	/test rocm-notebooks-e2e-tests
ci/prow/notebook-rocm-ubi9-python-3-9-pr-image-mirror	767e285	link	true	/test notebook-rocm-ubi9-python-3-9-pr-image-mirror

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