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docs/articles_en/about-openvino/compatibility-and-support/supported-models.rst
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Original file line number | Diff line number | Diff line change |
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Supported Models | ||
======================== | ||
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||
.. toctree:: | ||
:maxdepth: 1 | ||
:hidden: | ||
The following table lists a selection of models that are validated against various hardware | ||
devices. The list includes only models used in validation, other models from frameworks supported | ||
by OpenVINO may also work properly. | ||
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||
about-openvino/performance-benchmarks | ||
about-openvino/compatibility-and-support | ||
Release Notes <about-openvino/release-notes-openvino> | ||
Additional Resources <about-openvino/additional-resources> | ||
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.. raw:: html | ||
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<link rel="stylesheet" type="text/css" href="../../_static/css/openVinoDataTables.css"> | ||
<label>hide/reveal additional columns:</label><br/> | ||
<label class="column-container"> | ||
Topology | ||
<input type="checkbox" id="topology" name="topology" value="topology" data-column="0" class="toggle-vis"/> | ||
<label for="topology" class="checkmark"></label> | ||
</label> | ||
<label class="column-container"> | ||
Source framework | ||
<input type="checkbox" checked id="source" name="source" value="source" data-column="1" class="toggle-vis"/> | ||
<label for="source" class="checkmark"></label> | ||
CPU | ||
<input type="checkbox" id="AI PC CPU" name="AI PC CPU" value="AI PC CPU" data-column="3" class="toggle-vis"/> | ||
<label for="AI PC CPU" class="checkmark"></label> | ||
</label> | ||
<label class="column-container"> | ||
Precision | ||
<input type="checkbox" checked id="precision" name="precision" value="precision" data-column="2" class="toggle-vis"/> | ||
<label for="precision" class="checkmark"></label> | ||
GPU | ||
<input type="checkbox" checked id="AI PC GPU" name="AI PC GPU" value="AI PC GPU" data-column="4" class="toggle-vis"/> | ||
<label for="AI PC GPU" class="checkmark"></label> | ||
</label> | ||
<label class="column-container"> | ||
Arc | ||
<input type="checkbox" checked id="arc" name="arc" value="arc" data-column="6" class="toggle-vis"/> | ||
<label for="arc" class="checkmark"></label> | ||
NPU | ||
<input type="checkbox" checked id="AI PC NPU" name="AI PC NPU" value="AI PC NPU" data-column="5" class="toggle-vis"/> | ||
<label for="AI PC NPU" class="checkmark"></label> | ||
</label> | ||
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.. csv-table:: | ||
:class: modeldata stripe | ||
:name: supportedModelsTable | ||
:header-rows: 1 | ||
:file: ../../_static/models.csv | ||
:file: ../../_static/download/supported_models.csv | ||
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| Note: | ||
| The results as of June 17 2024, for OpenVINO version 2024.2. | ||
| The validation process involves using OpenVINO, natively or as a backend, to load each model | ||
onto the designated hardware and execute inference. If no errors are reported and inference | ||
finishes, the model receives the **passed** status (indicated by a check mark in the table). | ||
The models that are not tested are indicated by **empty** status cells. | ||
| The models come from different public model repositories, such as, OpenVINO Model Zoo, | ||
ONNX Model Zoo, Pytorch Model Zoo, and HuggingFace. | ||
| In the precision column, the "optimum-intel default" label corresponds to FP32 for small | ||
models and INT8 for models greater than 1B parameters. |
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