SageMakerTrainingSessionRuntime

Client

class SageMakerTrainingSessionRuntime.Client

A low-level client representing SageMaker Training Session Runtime

Amazon SageMaker Training Session Runtime provides APIs for executing training operations and sampling operations against a running training session. Use these APIs to submit asynchronous training steps (such as forward-backward passes, optimizer steps, and checkpoint saves) and to generate text samples from the model being trained.

client = session.create_client('sagemakertrainingsessionruntime')

These are the available methods:

• can_paginate
• close
• execute_sampling_operation
• execute_training_operation
• get_paginator
• get_sampling_operation_result
• get_training_operation_result
• get_waiter
• sample_training_session
• sample_training_session_with_response_stream

Client Exceptions

Client exceptions are available on a client instance via the exceptions property. For more detailed instructions and examples on the exact usage of client exceptions, see the error handling user guide.

The available client exceptions are:

• ConflictException
• InternalServerException
• ResourceNotFoundException
• ThrottlingException
• ValidationException