lmestar/tvm repository overview

⁠Model Quantization

For this example, we are using a pretrained mobilenet v2⁠ model.

⁠Quantize

⁠Requirements

• Installing Docker There’s a graphical installer for Windows and Mac that makes installing Docker easy. Here are instructions for each OS:

  Windows⁠

  Mac OS⁠

  Linux⁠

⁠Clone

git clone --recursive [email protected]:lmEshoo/quantization.git

cd quantization

git submodule update --init --recursive

⁠Pull

docker pull lmestar/tvm:0.1.1

⁠Run

make

⁠Evaluation

Evaluation was done using Google Colab⁠.

• Once you opened the notebook, upload all ./eval/ into the Colab enviroment and run.

⁠Contributors

• Lini Mestar
• Harpreet Wassan