148 Star 260 Fork 221

GVPMindSpore / mindquantum

Create your Gitee Account
Explore and code with more than 6 million developers,Free private repositories !:)
Sign up
Clone or download
Cancel
Notice: Creating folder will generate an empty file .keep, because not support in Git
Loading...
README.md

MindQuantum

查看中文

What is MindQuantum

MindQuantum is a quantum machine learning framework developed by MindSpore and HiQ, that can be used to build and train different quantum neural networks. Thanks to the powerful algorithm of quantum software group of Huawei and High-performance automatic differentiation ability of MindSpore, MindQuantum can efficiently handle problems such as quantum chemical simulation and quantum approximation optimization with TOP1 performance, which provides an efficient platform for researchers, teachers and students to quickly design and verify quantum machine learning algorithms.

MindQuantum Architecture

Installation

Confirming System Environment Information

  • The hardware platform should be Linux CPU with avx supported.
  • Refer to MindQuantum Installation Guide, install MindSpore, version 1.2.0 or later is required.
  • See setup.py for the remaining dependencies.

Install by Source Code

1.Download Source Code from Gitee

cd ~
git clone https://gitee.com/mindspore/mindquantum.git

2.Compiling MindQuantum

cd ~/mindquantum
python setup.py install --user

Install by pip

Install MindSpore

pip install https://hiq.huaweicloud.com/download/mindspore/cpu/x86_64/mindspore-1.3.0-cp38-cp38-linux_x86_64.whl -i https://pypi.tuna.tsinghua.edu.cn/simple

Install MindQuantum

pip install https://hiq.huaweicloud.com/download/mindquantum/any/mindquantum-0.2.0-py3-none-any.whl -i https://pypi.tuna.tsinghua.edu.cn/simple
  • When the network is connected, dependency items are automatically downloaded during .whl package installation. (For details about other dependency items, see setup.py). In other cases, you need to manually install dependency items.

Verifying Successful Installation

Successfully installed, if there is no error message such as No module named 'mindquantum' when execute the following command:

python -c 'import mindquantum'

Install with Docker

Mac or Windows users can install MindQuantum through Docker. Please refer to Docker installation guide

Note

Please set the parallel core number before running MindQuantum scripts. For example, if you want to set the parallel core number to 4, please run the command below:

export OMP_NUM_THREADS=4

For large servers, please set the number of parallel kernels appropriately according to the size of the model to achieve optimal results.

Quick Start

For more details about how to build a parameterized quantum circuit and a quantum neural network and how to train these models, see the MindQuantum Tutorial.

Docs

More details about installation guide, tutorials and APIs, please see the User Documentation.

Community

Governance

Check out how MindSpore Open Governance works.

Contributing

Welcome contributions. See our Contributor Wiki for more details.

License

Apache License 2.0

About

MindQuantum is a general software library supporting the development of applications for quantum computation. expand collapse
Python and 3 more languages
Apache-2.0
Cancel

Releases (3)

All

mindquantum

Contributors

All

Activities

load more
can not load any more
Python
1
https://gitee.com/mindspore/mindquantum.git
git@gitee.com:mindspore/mindquantum.git
mindspore
mindquantum
mindquantum
master

Search

181749 a2d7925e 1850385 181749 9f8568a7 1850385