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Pull request overview
Adds a new OpenVINO “AUTO” (automatic device selection) notebook sample, including a self-contained uv environment and local helper utilities, to demonstrate device discovery, compilation/first-inference latency behavior, and performance-hint differences across heterogeneous devices.
Changes:
- Added the
auto-device.ipynbnotebook and a bundled sample image for the walkthrough. - Added a local
notebook_utils.pyhelper module used by the notebook (e.g., telemetry). - Added
uv/Python project scaffolding and documentation for running the notebook reproducibly.
Reviewed changes
Copilot reviewed 5 out of 8 changed files in this pull request and generated 6 comments.
Show a summary per file
| File | Description |
|---|---|
| openvino_notebooks/auto-device/README.md | Documents notebook goals, setup via uv, expected output, troubleshooting, and references. |
| openvino_notebooks/auto-device/pyproject.toml | Defines the notebook’s reproducible Python environment and dependencies. |
| openvino_notebooks/auto-device/notebook_utils.py | Provides notebook helper utilities (telemetry, widgets, download helpers, visualization helpers, etc.). |
| openvino_notebooks/auto-device/.python-version | Pins the local Python version for consistent execution. |
| openvino_notebooks/auto-device/.gitignore | Ignores local environment and generated artifacts (e.g., .venv/, model/). |
| openvino_notebooks/auto-device/auto-device.ipynb | Main notebook content demonstrating OpenVINO AUTO device selection behavior. |
| openvino_notebooks/auto-device/uv.lock | Locks the resolved dependency set for reproducible installs. |
| openvino_notebooks/auto-device/data/coco.jpg | Bundled sample image used by the notebook. |
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| def show_message(self): | ||
| from IPython.display import HTML, display | ||
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| display(HTML(f"""<div class="alert alert-{self.alert_class}">{self.message}""")) | ||
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| if len(np.unique(result)) > colormap.shape[0]: | ||
| raise ValueError( | ||
| f"Expected max {colormap[0]} classes in result, got {len(np.unique(result))} " | ||
| "different output values. Please make sure to convert the network output to " | ||
| "pixel values before calling this function." | ||
| ) |
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| :param show_progress: If True, show an TQDM ProgressBar | ||
| :param silent: If True, do not print a message if the file already exists | ||
| :param timeout: Number of seconds before cancelling the connection attempt |
Co-authored-by: morteza89 <51894034+morteza89@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
praveenkk123
previously approved these changes
Aug 27, 2026
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: morteza89 <51894034+morteza89@users.noreply.github.com>
praveenkk123
approved these changes
Aug 27, 2026
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