[optimizer] Add template prefix tracker and enhance offline analysis capabilities#91
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Tyndalllll merged 4 commits intomainfrom Apr 9, 2026
Merged
[optimizer] Add template prefix tracker and enhance offline analysis capabilities#91Tyndalllll merged 4 commits intomainfrom
Tyndalllll merged 4 commits intomainfrom
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…cripts - Updated README.md to provide a comprehensive overview of output directories and file structures for various analysis scripts. - Modified plotting functions to save generated charts in organized subdirectories within the specified output directory.
- Added a pointer to the BlockEntry in BlockLifecycleRecord to hold references during the block's lifespan. - Updated the lifecycle_plot.py script to prioritize evicted blocks for statistical annotations in the physical lifespan CDF.
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Summary
This PR introduces the template prefix tracker for shared-prefix (system prompt) detection,
enhances block lifecycle tracking, and improves the structure and usability of offline analysis scripts.
Changes
1. Template Prefix Tracker & RadixTree Refactor (
1f8a3c5)TemplatePrefixTracker: DFS-based shared-prefix (system prompt) detection over RadixTree.2. Block Lifecycle Tracking Enhancement (
42d0bfe)block_entrypointer toBlockLifecycleRecordto hold live references during a block's lifespan.lifecycle_plot.pyto prioritize evicted blocks when annotating the physical lifespan CDF.3. Analysis Script Output Structure (
871cb8f)