MindSpore Integrations

Docker takes away repetitive, mundane configuration tasks and is used throughout the development lifecycle for fast, easy and portable application development, desktop and cloud. Docker’s comprehensive end-to-end platform includes UIs, CLIs, APIs and security that are engineered to work together across the entire application delivery lifecycle. Get a head start on your coding by leveraging Docker images to efficiently develop your own unique applications on Windows and Mac. Create your multi-container application using Docker Compose. Integrate with your favorite tools throughout your development pipeline, Docker works with all development tools you use including VS Code, CircleCI and GitHub. Package applications as portable container images to run in any environment consistently from on-premises Kubernetes to AWS ECS, Azure ACI, Google GKE and more. Leverage Docker Trusted Content, including Docker Official Images and images from Docker Verified Publishers.

The core of extensible programming is defining functions. Python allows mandatory and optional arguments, keyword arguments, and even arbitrary argument lists. Whether you're new to programming or an experienced developer, it's easy to learn and use Python. Python can be easy to pick up whether you're a first-time programmer or you're experienced with other languages. The following pages are a useful first step to get on your way to writing programs with Python! The community hosts conferences and meetups to collaborate on code, and much more. Python's documentation will help you along the way, and the mailing lists will keep you in touch. The Python Package Index (PyPI) hosts thousands of third-party modules for Python. Both Python's standard library and the community-contributed modules allow for endless possibilities.

​Ascend AI Cloud Service offers instant access to immense yet cost-effective AI computing power, a reliable platform for training and running models and algorithms, end-to-end cloud-based toolchains, and a robust AI ecosystem, with support for all major open-source foundation models. It provides vast computing power, enabling trillion-parameter model training, and supports efficient long-term training with over 30 days of uninterrupted operation on clusters exceeding 1,000 cards, with training tasks auto-recovered in less than 30 minutes. It includes complete toolchains that are configuration-free and available out-of-the-box, facilitating self-service migration for mainstream scenarios. Additionally, Ascend AI Cloud Service offers a full-stack ecosystem adapted to support major open source models and provides access to over 100,000 assets available in the AI Gallery. ​

​ModelArts is a comprehensive AI development platform provided by Huawei Cloud, designed to streamline the entire AI workflow for developers and data scientists. It offers a full-lifecycle toolchain that includes data preprocessing, semi-automated data labeling, distributed training, automated model building, and flexible deployment options across cloud, edge, and on-premises environments. It supports popular open source AI frameworks such as TensorFlow, PyTorch, and MindSpore, and allows for the integration of custom algorithms tailored to specific needs. ModelArts features an end-to-end development pipeline that enhances collaboration across DataOps, MLOps, and DevOps, boosting development efficiency by up to 50%. It provides cost-effective AI computing resources with diverse specifications, enabling large-scale distributed training and inference acceleration.

HUAWEI CLOUD is a leading cloud service provider, which brings Huawei's 30-plus years of expertise together in ICT infrastructure products and solutions. We are committed to providing reliable, secure, and cost-effective cloud services to empower applications, harness the power of data, and help organizations of all sizes grow in today's intelligent world. HUAWEI CLOUD is also committed to bringing affordable, effective, and reliable cloud and AI services through technological innovation. By the end of 2019, HUAWEI CLOUD had launched 210+ cloud services and 210+ solutions. News agencies, social media platforms, law enforcement, automobile manufacturers, gene sequencing organizations, financial institutions, and a long list of other industry customers are all benefiting in significant ways from HUAWEI CLOUD. 3500 applications were added to the HUAWEI CLOUD marketplace with offerings from more than 13000 business partners.