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Mengyang Liu 0effa59440
Split demos of C and C++ SDK into two subdirectories (#1099) 
* Split demos of C and C++ SDK into two subdirectories

* Split demos of C and C++ SDK into two subdirectories

* Split demos of C and C++ SDK into two subdirectories

* Split demos of C and C++ SDK into two subdirectories

* Combine add_example
 		2022-09-27 13:40:04 +08:00
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csharp [Docs] Replace markdownlint with mdformat and configure myst-parser (#610) 2022-06-17 09:19:10 +08:00
csrc Split demos of C and C++ SDK into two subdirectories (#1099) 2022-09-27 13:40:04 +08:00
java Add java apis and demos (#563) 2022-06-29 11:02:08 +08:00
python [Enhancement] Refactor SDK pipeline (#938) 2022-09-26 16:11:14 +08:00
resources
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tutorials 【Docs】Add ipython notebook tutorial (#234) 2022-04-27 20:04:56 +08:00
README.md [Docs] Replace markdownlint with mdformat and configure myst-parser (#610) 2022-06-17 09:19:10 +08:00
demo_rewrite.py
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README.md

Demo

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.

Prerequisite

Before we run demp_rewrite.py, we need to install pyppeteer through:

pip install pyppeteer

Demo results

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.

Original resnet18 Rewritten model