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Adapter for Model Explorer to support PTE files for Ethos-U and VGF targets

Project description

PTE Adapter for Model Explorer

PTE Adapter for google-ai-edge/model-explorer that enables visualization of PTE files for Arm® Ethos™-U NPU Backend, Arm® VGF Backend and XNNPACK targets.

Visualization of a PTE model with the PTE Adapter

Requirements

  • Python >=3.10, <3.13

Supported Platforms

  • Linux x86_64
  • Linux AArch64
  • MacOS AArch64
  • Windows x86_64

Installation

pip + PyPI

pip install pte-adapter-model-explorer

GitHub

PYTHON_VERSION_TAG=310 &&
gh release download \
--repo arm/pte-adapter-model-explorer \
--pattern "*py${PYTHON_VERSION_TAG}*.whl" &&
pip install *py${PYTHON_VERSION_TAG}*.whl

Or through the GitHub Releases UI.

Usage

Install Model Explorer:

pip install torch ai-edge-model-explorer

Launch Model Explorer with the PTE adapter enabled:

model-explorer --extensions=pte_adapter_model_explorer

See the Model Explorer wiki for more information.

Trademark notice

This project uses some of the Arm® product, service or technology trademarks, as listed in the Trademark List, in accordance with the Arm Trademark Use Guidelines.

Subsequent uses of these trademarks throughout this repository do not need to be prefixed with the Arm word trademark.

Contributions

We are not accepting direct contributions at this time. If you have any feedback or feature requests, please use the repository issues section.

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