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PatternAnalyzer

torsh_jit::advisor::patterns

Struct PatternAnalyzer 

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pub struct PatternAnalyzer { /* private fields */ }
Expand description

Pattern analyzer for detecting optimization opportunities

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impl PatternAnalyzer

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pub fn new() -> Self

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pub fn detect_fusion_opportunities( &mut self, _graph: &ComputationGraph, ) -> JitResult<Vec<DetectedPattern>>

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pub fn detect_memory_patterns( &mut self, _graph: &ComputationGraph, ) -> JitResult<Vec<DetectedPattern>>

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pub fn detect_parallelization_patterns( &mut self, _graph: &ComputationGraph, ) -> JitResult<Vec<DetectedPattern>>

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pub fn detect_vectorization_patterns( &mut self, _graph: &ComputationGraph, ) -> JitResult<Vec<DetectedPattern>>

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pub fn detect_inefficient_patterns( &mut self, _graph: &ComputationGraph, ) -> JitResult<Vec<DetectedAntipattern>>

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pub fn detect_memory_antipatterns( &mut self, _graph: &ComputationGraph, ) -> JitResult<Vec<DetectedAntipattern>>

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pub fn detect_computation_antipatterns( &mut self, _graph: &ComputationGraph, ) -> JitResult<Vec<DetectedAntipattern>>

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pub fn find_constant_folding_opportunities( &mut self, _graph: &ComputationGraph, ) -> JitResult<Vec<OptimizationOpportunity>>

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pub fn find_dead_code_elimination_opportunities( &mut self, _graph: &ComputationGraph, ) -> JitResult<Vec<OptimizationOpportunity>>

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pub fn find_loop_optimization_opportunities( &mut self, graph: &ComputationGraph, ) -> JitResult<Vec<OptimizationOpportunity>>

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pub fn extract_opportunities_from_abstract_analysis( &mut self, analysis: &AbstractAnalysisResult, ) -> JitResult<Vec<OptimizationOpportunity>>

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pub fn extract_opportunities_from_symbolic_execution( &mut self, execution: &SymbolicExecutionResult, ) -> JitResult<Vec<OptimizationOpportunity>>

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pub fn calculate_pattern_frequency(&self) -> HashMap<String, f64>

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pub fn calculate_complexity_metrics(&self) -> ComplexityMetrics

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pub fn calculate_confidence(&self) -> f64

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