mirrors
/
mmdeploy
mirror of https://github.com/open-mmlab/mmdeploy.git
1
0
Fork 0
Code Issues Projects Releases Wiki Activity
mmdeploy/demo
History
lvhan028 25a5838080
change trt to tensorrt and ort to onnxruntime according to sdk model spec (#282) 
* change trt to tensorrt and ort to onnxruntime according to sdk model spec

* change ort to onnxruntime in config files
 		2021-12-13 14:58:01 +08:00
..
csrc change trt to tensorrt and ort to onnxruntime according to sdk model spec (#282) 2021-12-13 14:58:01 +08:00
resources add a demo for rewrite (#145) 2021-10-27 11:06:42 +08:00
README.md add a demo for rewrite (#145) 2021-10-27 11:06:42 +08:00
demo_rewrite.py add a demo for rewrite (#145) 2021-10-27 11:06:42 +08:00

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