Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Update winarm.svelte #18787

Merged
merged 1 commit into from
Dec 14, 2023
Merged

Update winarm.svelte #18787

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
8 changes: 2 additions & 6 deletions src/routes/components/winarm.svelte
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -28,16 +28,12 @@
<p class="text-xl text-blue-500">Optimizing models for the NPU</p>
<a class="text-blue-500" href="https://onnx.ai/">ONNX</a> is a standard format for representing ML models authored in frameworks like PyTorch,
TensorFlow, and others. ONNX Runtime can run any ONNX model, however to make use of the NPU,
you currently need to use the following steps:
<ol class="list-disc ml-10">
<li>Run the tools provided in the SNPE SDK on your model to generate a binary file.</li>
<li>Include the contents of the binary file as a node in the ONNX graph.</li>
you currently need to quantize the ONNX model to QDQ model.
<br>
See our <a class="text-blue-500" href="https://github.com/microsoft/onnxruntime-inference-examples/tree/main/c_cxx/QNN_EP/mobilenetv2_classification">C# tutorial</a> for an example of how this is done.
</ol>
<br />
Many models can be optimized for the NPU using this process. Even if a model cannot be optimized
for NPU by the SNPE SDK, it can still be run by ONNX Runtime on the CPU.
for the NPU, it can still be run by ONNX Runtime on the CPU.
<br><br>
<p class="text-xl text-blue-500">Getting Help</p>
For help with ONNX Runtime, you can <a class="text-blue-500" href="https://github.com/microsoft/onnxruntime/discussions">start a discussion</a> on GitHub or <a class="text-blue-500" href="https://github.com/microsoft/onnxruntime/issues">file an issue</a>.
Expand Down
Loading