Analyze Algorithm Resources

Analyze algorithmic and behavioral models

Analyze your Simulink^® model by using the socModelAnalyzer function to estimate the resources used in your model, compare different architectures, and understand design tradeoffs. Use the socFunctionAnalyzer function to analyze resources in a MATLAB^® function.

The socModelAnalyzer and socFunctionAnalyzer functions create a report detailing the number of operations in a Simulink model or a MATLAB function, respectively.

Use the information in the report to:

Decide how to partition your algorithm into software and hardware.
Optimize a hardware algorithm
Optimize a software algorithm
Compare different implementations of an algorithm to make informed decisions about design choices.

Functions

`socModelAnalyzer`	Estimate number of operations in Simulink model
`socFunctionAnalyzer`	Estimate number of operations in MATLAB function
`socAlgorithmAnalyzerReport`	Open algorithm analysis report

Topics

Using the Algorithm Analyzer Report

Navigate details of the report generated by the socModelAnalyzer or socFunctionAnalyzer function.

Featured Examples

Estimate Number of Operators for MATLAB Algorithm

Estimate the number of arithmetic operators in an algorithm written in MATLAB. Analyze a radix 2 FFT algorithm and generate reports showing operator usage.

Open Script

Compare FIR Filter Implementations Using socModelAnalyzer

Analyze and compare different implementations of a Simulink® algorithm based on the number of arithmetic operations. Use the SoC Blockset socModelAnalyzer function to generate reports that show the number of operators for different implementations of a FIR Filter using static and runtime execution.

Open Model

Documentation