SampleTrainingSession
Sends an inference request to the model associated with the specified training session and returns the response synchronously. The service passes the request and response bodies to and from the model without modification.
Request Syntax
POST /training-sessions/trainingSessionName/sample HTTP/1.1
Content-Type: contentType
Accept: accept
X-Amzn-SageMaker-Model-Package: modelPackageArn
bodyURI Request Parameters
The request uses the following URI parameters.
- accept
-
The desired MIME type of the inference body in the response.
- contentType
-
The MIME type of the input data in the request body.
- modelPackageArn
-
The ARN of the model package whose checkpoint to invoke.
- trainingSessionName
-
The name of the training session whose model to invoke.
Length Constraints: Minimum length of 1. Maximum length of 64.
Pattern:
[a-zA-Z0-9-]+Required: Yes
Request Body
The request accepts the following binary data.
- body
-
The raw inference request body.
Response Syntax
HTTP/1.1 200
Content-Type: contentType
bodyResponse Elements
If the action is successful, the service sends back an HTTP 200 response.
The response returns the following HTTP headers.
- contentType
-
The MIME type of the inference result in the response body.
The response returns the following as the HTTP body.
- body
-
The raw inference response body from the model.
Errors
For information about the errors that are common to all actions, see Common Error Types.
- ConflictException
-
The training session is in a state that cannot accept new operations. The session must be in
RunningorBlockedstate to accept requests.HTTP Status Code: 409
- InternalServerException
-
An internal service error occurred. Retry the request using exponential backoff.
HTTP Status Code: 500
- ResourceNotFoundException
-
The specified training session or operation does not exist, or the operation does not belong to the specified training session.
HTTP Status Code: 404
- ThrottlingException
-
The request was throttled. Retry the request after a brief wait using exponential backoff.
HTTP Status Code: 429
- ValidationException
-
The request is not valid. Check the request syntax and parameters. Examples include invalid sequence numbers, malformed client tokens, missing required fields, or invalid operation configuration.
HTTP Status Code: 400
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
