What Is ModelArts?
ModelArts is a one-stop AI development platform geared toward developers and data scientists of all skill levels. It enables you to rapidly build, train, and deploy models anywhere, and manage full-lifecycle AI workflows. ModelArts accelerates AI development and fosters AI innovation with key capabilities, including data preprocessing and auto labeling, distributed training, and automated model building.
ModelArts runs through all phases of AI development, including algorithm development, model training, and model deployment. The underlying technologies of ModelArts support a wide range of heterogeneous computing resources, allowing you to flexibly select and use the resources that fit your needs. ModelArts supports mainstream open-source AI development frameworks such as TensorFlow, PyTorch, and MindSpore. You can also use customized algorithm frameworks tailored to your needs.
ModelArts is designed to make AI development easier and more convenient.
Product Architecture
ModelArts supports the entire development process, including model training, management, and deployment.
ModelArts can be used in scenarios such as image classification and object detection.
Product Advantages
- One-stop platform
The out-of-the-box and full-lifecycle AI development platform provides one-stop training, management, and deployment of models.
- Easy to use
- Automatic optimization of hyperparameters
- Code-free development and simplified operations
- High performance
Huawei MoXing deep learning framework for accelerated algorithm development and training
- Flexible
- Mainstream open-source frameworks such as TensorFlow, PyTorch, and MindSpore
- Mainstream GPUs
- Exclusive use of dedicated resources
- Custom images for custom frameworks and operators
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