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Enhance TensorFlow standalone training guide with comprehensive documentation#1415

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ChenYi015:doc/update-tfjob-standalone-docs
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Enhance TensorFlow standalone training guide with comprehensive documentation#1415
ChenYi015 wants to merge 1 commit intokubeflow:masterfrom
ChenYi015:doc/update-tfjob-standalone-docs

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Purpose of this PR

This PR enhances the TensorFlow standalone training guide with comprehensive, well-structured documentation that provides users with clear step-by-step instructions for submitting and monitoring standalone TensorFlow training jobs.

Proposed changes:

  • Add prerequisites and learning objectives sections to set user expectations
  • Improve command examples with better formatting (bash code blocks) and detailed explanations
  • Add tables for command options and job status values for quick reference
  • Include step-by-step progression: Check Resources → Submit Job → Monitor Status → View Logs → Delete Job
  • Add troubleshooting section with common issues and solutions (PENDING status, image pull errors, missing logs, out of memory)
  • Add advanced options section covering custom registries, resource requests, and environment variables
  • Include "Next Steps" and "Related Guides" sections for discovery of related documentation
  • Enhance overall readability with clearer structure and better organization

Change Category

  • Documentation update

Rationale

The original guide was minimal and lacked important information that new users need, such as prerequisites, troubleshooting guidance, and advanced configuration options. This enhanced version provides a more complete, user-friendly guide that supports users from initial setup through advanced usage, following best practices for technical documentation.

… documentation

- Add prerequisites and learning objectives sections
- Improve command examples with better formatting and explanations
- Add tables for command options and job status values
- Include troubleshooting section with common issues
- Add advanced options and related guides sections
- Enhance overall readability with clearer structure

Signed-off-by: Yi Chen <github@chenyicn.net>
@google-oss-prow google-oss-prow bot requested a review from wsxiaozhang January 28, 2026 12:37
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