MindSpore XAI Installation

System Requirements

• OS: EulerOS-aarch64, CentOS-aarch64, CentOS-x86, Ubuntu-aarch64 or Ubuntu-x86

• Device: Ascend 910 or GPU CUDA 10.1, 11.1

• Python 3.7.5 or above

• MindSpore 1.4 or above

Installing by pip

Download the .whl package from MindSpore XAI download page and install with pip.

pip install mindspore_xai-{version}-py3-none-any.whl

Installing from Source Code

1. Download source code from gitee.com:

   git clone https://gitee.com/mindspore/xai.git -b r1.5
   

2. Install the dependency python modules:

   cd xai
   pip install -r requirements.txt
   

3. Install the XAI module from source code:

   python setup.py install
   

4. Optionally, you may build a .whl package for installation without step 3:

   bash package.sh
   pip install output/mindspore_xai-{version}-py3-none-any.whl
   

Installation Verification

Upon successful installation, importing ‘mindspore_xai’ module in Python will cause no error:

import mindspore_xai
print(mindspore_xai.__version__)

Note

MindInsight is an optional tool for visualizing the model explanation from XAI. Please refer to Installation for more details.