The program counts FLOPS of a MATLAB file, either as a script or function. By scanning and parsing each line of the MATLAB codes, we infer the floating point operations based on matrix sizes. Arithmetic operations, matrix decompositions, elementary functions and common statistics functions are counted. The program supports user-defined new rules, which can override our predetermined rules by a spreadsheet. For details of software usage, refer to the enclosed PDF documentation ‘User Guide for FLOPS’.
Usage:
Step 1: Prepare your MATLAB codes in a script or function, say fileName.m.
Step 2: Save all the variables in a MAT file. For example:
save MATfileName.mat
Step 3: Profile the MATLAB codes.
profile on
(run your MATLAB codes here, say filename(A,B,C,D))
profileStruct = profile('info');
Step 4: Count FLOPS by calling the function
FLOPS(fileName,MATfileName,profileStruct);
The parsing and counting results will be displayed on the screen and sent to output arguments.
引用格式
Hang Qian (2024). Counting the Floating Point Operations (FLOPS) (https://www.mathworks.com/matlabcentral/fileexchange/50608-counting-the-floating-point-operations-flops), MATLAB Central File Exchange. 检索来源 .
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版本 | 已发布 | 发行说明 | |
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1.0.0.0 |