Prerequisite

• Pytorch 1.3+
• Python 3+
• CUDA 10+

Installation

├── quantrans
│   ├── BaseQuanTransformer.py
│   ├── builder.py
│   ├── __init__.py
│   ├── quantops
│   ├── QuanTransformerV1.py
│   ├── QuanTransformerV2.py
│   └── utils
├── README.md
└── setup.py

Step 1: Install QuantQuant

git clone https://github.com/ProhetTeam/QuantQuant.git
cd QuantQuant
pip3 install -r requirements.txt

Step 2 : clone the submoddule

git submodule init 
git submodule update 
#or git submodule update --init --recursive 

Step 3: Install quantrans & quantops

cd QuanTransformer
python3 setup.py install # or pip3 install -v -e . 

From then, you can use the different quant operators in your projects.

To verify that you can use the quant operators normally, you can test in terminal as follows:

>>>python
>>>from quantrans.quantops import LSQ
>>>

Also, you can use the QuanTransformer() function from quantrans.