Add new examples to documentation (15, 16, 20, and 21)

[Copilot]

• Synced with main branch
• Resolved merge conflicts in examples/README.md
• Added example 15 (gemm_all_reduce_ring_based) to both documentation files
• Added example 16 (all_reduce_ring_based) to both documentation files
• Added example 20 (gemm_all_scatter_independent) to both documentation files
• Added example 21 (gemm_one_shot_all_reduce_independent) to both documentation files
• Updated examples/README.md with all new examples and usage instructions
• Removed example 17 from documentation (deleted from main branch)
• Merged latest changes from main (arXiv paper, iris-ccl library, and test improvements)

Summary:
Successfully synced with main branch multiple times. The merge included:

• Latest README updates with arXiv paper documentation and DOI badge
• New iris-ccl collective communications library implementation
• Example 17 (gemm_one_shot_all_reduce_pc) was removed from the main branch and documentation updated accordingly
• Triton break statement fixes and VGPR reporting improvements
• Added num_stages argument support

All documentation files are up to date and all examples are properly documented in both docs/reference/examples.md and examples/README.md. Current documented examples: 00-16, 20-21.

Original prompt

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This section details on the original issue you should resolve

<issue_title>Add new examples to docs and readmes</issue_title>
<issue_description>We added a few new examples but we didn’t update and add links to them in our docs. Add links to new examples</issue_description>

Comments on the Issue (you are @copilot in this section)

Fixes #259

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[mawad-amd]

@copilot sync with main and add all new examples

[Copilot]

@copilot sync with main and add all new examples

Synced with main branch and added all new examples to documentation. Commit 5011648 includes:

• Merged main branch
• Added example 17 (gemm_one_shot_all_reduce_pc) to both documentation files
• Added example 21 (gemm_one_shot_all_reduce_independent) to both documentation files

All 20 example directories are now documented in docs/reference/examples.md and examples/README.md.

[Copilot]

Pull Request Overview

This PR adds documentation for five new examples (15, 16, 17, 20, and 21) that were recently added to the repository but were missing from the documentation files.

• Updates docs/reference/examples.md to include links and descriptions for the new examples
• Updates examples/README.md to add usage commands for examples 15 and 16
• Ensures all new examples are properly documented and accessible to users

Reviewed Changes

Copilot reviewed 2 out of 2 changed files in this pull request and generated no comments.

File	Description
examples/README.md	Added usage examples for ring-based all-reduce examples (15 and 16)
docs/reference/examples.md	Added documentation links and descriptions for examples 15, 16, 17, 20, and 21 in the GEMM Operations section

[mawad-amd]

@copilot sync with main

[Copilot]

@copilot sync with main

Synced with main branch in commit 70dba8d. The merge included:

• README updates with latest news section
• New all_reduce_wrapper.py files for examples 17 and 21
• Triton break statement fixes and VGPR reporting improvements

All documentation for examples 15, 16, 17, 20, and 21 remains intact and up to date.

[mawad-amd]

@copilot sync with main

[Copilot]

@copilot sync with main

Synced with main branch in commit 4e5b5e2. The merge included:

• arXiv paper documentation and DOI badge
• New iris-ccl collective communications library
• Example 17 was removed in main, updated docs/reference/examples.md accordingly
• All remaining examples (15, 16, 20, 21) are properly documented