hpx analyze

Analyze model compute/parameter breakdown (no hardware needed)

function

hpx analyze

Python

Analyze model compute/parameter breakdown (no hardware needed)

src/helia_profiler/cli/app.py:537

hpx analyze [OPTIONS] MODEL

Arguments

hpx analyze arguments

Argument	Type	Description
model	Path	Path to .tflite model file Required.

Options

hpx analyze options

Option	Type	Default	Description
--engine	tflm | helia-rt | helia-aot | executorch		Analyze as this engine would execute it. Default (no flag) uses the raw tflite graph. 'helia-aot' runs AOT compilation and analyzes the transformed graph. 'helia-rt' analyzes the original tflite graph.
--compare	bool	false	Show side-by-side comparison of original vs engine-transformed graph
--format	table | csv | json	table	Output format (default: table)
--output, -o	Optional[Path]		Write output to file
--board	str	apollo510_evb	Target board for AOT compilation (default: apollo510_evb)

Examples

hpx analyze examples

Analyze a .tflite model without hardware:

  hpx analyze model.tflite

  hpx analyze model.tflite --engine helia-aot --board apollo510_evb

  hpx analyze model.tflite --format csv --output analysis.csv

  hpx analyze model.tflite --engine helia-aot --compare

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Machine-readable: cli.json · analyze.md, complete and lossless.