Module advanced_analysis 

Advanced graph analysis integration.

This module integrates tensorlogic-ir’s analysis capabilities into the compiler pipeline. It provides:

• Memory usage estimation
• Parallelization analysis
• Optimization recommendations

Structs

AnalysisReport

Result of advanced graph analysis

OptimizationRecommendation

Optimization recommendation based on analysis

ParallelOpportunity

Description of a parallelization opportunity

Enums

RecommendationCategory

Categories of optimization recommendations

Functions

analyze_graph

Perform comprehensive analysis of a compiled graph

print_report

Print a human-readable analysis report

quick_analyze

Quick analysis for fast feedback during compilation