qairt-visualizer 0.1.0

Qualcomm AI Runtime visualization application for AI models and runtime metrics.

Qualcomm AI Runtime Visualizer

[Docs] [Discord Forums]

Qualcomm AI Runtime Visualizer (QAIRT Visualizer) is a tool to provide visualization for AI models and runtime metrics. This includes:

• Model visualization: an acyclic graph representation of ML graphs
• Report/Metrics analysis: performance and accuracy metrics such as optrace, AI accelerator analysis report, layer-wise accuracy, etc.

QAIRT Visualizer can be launched and used through two different ways:

• CLI: a lightweight wrapper to launch the standalone visualization application
  • Running the CLI without options will open full application
  • Alternatively, the CLI also allows passing models and report files to visualize each in own window
• Python API: interface for displaying model and report objects

Install

QAIRT Visualizer is available via pip:

# NOTE for Snapdragon X Elite users:
# Only AMDx64 (64-bit) Python is supported on Windows.
# Installation will fail when using Windows ARM64 Python.

pip install qairt-visualizer

Getting Started

QAIRT Visualizer documentation can be found here

Need help?

• Discord Forums: Qualcomm Developer Network - AI
• Support: [e-mail]

LICENSE

Qualcomm AI Runtime Visualizer is Proprietary licensed. See LICENSE.pdf for further details.