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[tools/onnx-subgraph] add guide in README.md for subgraphs verification #14821

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seanshpark merged 4 commits into from
Mar 12, 2025
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[tools/onnx-subgraph] add guide in README.md for subgraphs verification #14821

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[tools/onnx-subgraph] add guide in README.md for subgraphs verification
chenyx113 Mar 11, 2025
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Update README.md
chenyx113 Mar 12, 2025
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chenyx113 Mar 12, 2025
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chenyx113 Mar 12, 2025
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15 changes: 15 additions & 0 deletions tools/onnx_subgraph/README.md
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Expand Up @@ -60,3 +60,18 @@ sub models.
├── NPUsubgraph0.onnx
└── NPUsubgraph1.onnx
```
## Verify the subgraphs inference with original model file
compare the MSE of original inference result and subgraphs inference result
```bash
python scripts/single_vs_multiple_onnx.py \
-s ./resnet-test.onnx \
-m ./subgraphs/ \
-n scripts/subgraphs_ios.txt
```
output:
```bash
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@seanshpark seanshpark Mar 11, 2025

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this seems text result, is it really needed to render as bash ?

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@chenyx113 chenyx113 Mar 12, 2025

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yes, it is log printing example, I have changed to text format, thank you

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@seanshpark seanshpark Mar 12, 2025

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OK... I don't understand why render as bash but anyway you want it.

Single model inference completed!
Multiple subgraph inference completed!
Comparing inference results between single ONNX model and multiple subgraphs...
Output '316' MSE: 5.125894080395578e-14
```