All ModelArts APIs are proprietary.
Data management APIs include the APIs for managing datasets, dataset versions, samples, and labels. Use these APIs to create datasets and label data. For details, see Data Management APIs.
API |
Description |
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Create a development environment instance for code development. |
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Query the development environment instances that meet the search criteria. |
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Query the details about a development environment instance. |
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Modifying the Description of a Development Environment Instance |
Modify the description of a development environment instance. |
Delete a development environment instance. |
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Start or stop a development environment instance. |
API |
Description |
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Create an algorithm. |
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Query the algorithm list. |
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Query a specified algorithm based on the algorithm ID. |
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Modify an algorithm. |
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Delete an algorithm. |
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Query the hyperparameter search algorithm list. |
API |
Description |
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Create a training job. |
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Query details about a training job. |
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Modify the description of a training job. |
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Delete a training job. |
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Terminate a training job. Only jobs in the creating, awaiting, or running state can be terminated. |
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Querying the Logs of a Specified Task in a Training Job (Preview) |
Query the logs of a specified task in a training job (preview). |
Querying the Logs of a Specified Task in a Training Job (OBS Link) |
Query the logs of a specified task in a training job (OBS link). You can view all logs or download the logs. |
Querying the Runtime Metrics of a Specified Task in a Training Job |
Query the runtime metrics of a specified task in a training job. |
Query the created training jobs by search criteria. |
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Query all trial results in a hyperparameter search. |
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Query the search result of a specified trial based on the input trial ID. |
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Obtain hyperparameter sensitivity analysis results. |
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Obtaining the Path to a Hyperparameter Sensitivity Analysis Image |
Obtain the path for storing a hyperparameter sensitivity analysis image. |
Terminate a trial of an in-progress auto search job. |
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Obtain the YAML template of an auto search job. |
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Obtain the YAML template content of an auto search job. |
API |
Description |
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Querying the List of General Specifications Supported by a Training Job |
Query the list of general specifications supported by a training job. |
Query the list of AI engines supported by a training job. |
API |
Description |
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Import a model. |
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Query the models that meet the search criteria. |
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Query details about a model based on the model ID. |
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Delete a specified model based on the model ID. All versions of the model can be deleted in cascading mode. |
API |
Description |
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Deploy a model service. |
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Query model services. |
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Query the details about a model service based on the service ID. |
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Update a model service. |
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Query service monitoring information. |
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Query the update logs of a real-time service. |
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Query service event logs, including service operation records, key actions during deployment, and deployment failure causes. |
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Delete a model service. |
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Query supported service deployment specifications. |
API |
Description |
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View an authorization list. |
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Configure ModelArts authorization. ModelArts functions such as training management, development environment, data management, and real-time services can be properly used only after required permissions are assigned. |
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Delete the authorization of a specified user or all users. |
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Create a ModelArts agency for dependent services such as OBS, SWR, and IEF. |