Introduction to Training Jobs¶
ModelArts supports multiple types of training jobs during the entire AI development process. Select a creation mode based on the algorithm source.
Algorithm Sources of Training Jobs¶
Built-in
If you do not know how to develop algorithms, you can use the built-in algorithms of ModelArts. After simple parameters adjustment, you can create a training job and build a model. For details about the operation guide, see Using Built-in Algorithms to Train Models. For details about the existing built-in algorithms and running parameters, see Built-in Algorithms.
Frequently-used
If you have used some frequently-used frameworks to develop algorithms locally, you can select a frequently-used framework and create a training job to build a model. For details, see Using Frequently-used Frameworks to Train Models.
Custom
If the framework used for algorithm development is not a frequently-used framework, you can build an algorithm into a custom image and use the custom image to create a training job. For details about the operation guide to create a training job, see Using Custom Images to Train Models. For details about the specifications and description of custom images, see Specifications for Custom Images Used for Training Jobs.