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mmdeploy/demo/README.md

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add a demo for rewrite (#145) * add a demo for rewrite * remove register symbolics * place two image in one line * width = 300 * use table to show two images * fix typo
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## Demo
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add a demo for rewrite (#145) * add a demo for rewrite * remove register symbolics * place two image in one line * width = 300 * use table to show two images * fix typo
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We provide a demo showing what our mmdeploy can do for general model deployment.
In `demo_rewrite.py`, a resnet18 model from `torchvision` is rewritten through mmdeploy tool. In our rewritten model, the forward function of resnet gets modified to only down sample the original input to 4x. Original onnx model of resnet18 and its rewritten are visualized through [netron](https://netron.app/).
### Prerequisite
[Docs] Replace markdownlint with mdformat and configure myst-parser (#610) * replace mdlint with mdformat * set myst_heading_anchor for doc * update precommit yml * format md files
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add a demo for rewrite (#145) * add a demo for rewrite * remove register symbolics * place two image in one line * width = 300 * use table to show two images * fix typo
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Before we run `demp_rewrite.py`, we need to install `pyppeteer` through:
[Docs] Replace markdownlint with mdformat and configure myst-parser (#610) * replace mdlint with mdformat * set myst_heading_anchor for doc * update precommit yml * format md files
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add a demo for rewrite (#145) * add a demo for rewrite * remove register symbolics * place two image in one line * width = 300 * use table to show two images * fix typo
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```
pip install pyppeteer
```
### Demo results
[Docs] Replace markdownlint with mdformat and configure myst-parser (#610) * replace mdlint with mdformat * set myst_heading_anchor for doc * update precommit yml * format md files
2022-06-17 09:19:10 +08:00
add a demo for rewrite (#145) * add a demo for rewrite * remove register symbolics * place two image in one line * width = 300 * use table to show two images * fix typo
2021-10-27 11:06:42 +08:00
The original resnet18 model and its modified one are visualized as follows. The left model is the original resnet18 while the right model is exported after rewritten.
[Docs] Replace markdownlint with mdformat and configure myst-parser (#610) * replace mdlint with mdformat * set myst_heading_anchor for doc * update precommit yml * format md files
2022-06-17 09:19:10 +08:00
| Original resnet18 | Rewritten model |
| :-------------------------: | :--------------------------: |
| ![](resources/original.png) | ![](resources/rewritten.png) |