sagemaker.serve.utils.exceptions

Exceptions used across different model builder invocations

Exceptions

InProcessDeepPingException(message)	Raise when in process model serving does not pass the deep ping check
LocalDeepPingException(message)	Raise when local model serving does not pass the deep ping check
LocalModelInvocationException(message)	Raise when local model serving fails to invoke the model
LocalModelLoadException(message)	Raise when local model serving fails to load the model
LocalModelOutOfMemoryException(message)	Raise when local model serving fails to load the model
ModelBuilderException(**kwargs)	The base exception class for ModelBuilder exceptions.
SkipTuningComboException(message)	Raise when tuning combination should be admissible but is not
TaskNotFoundException(message)	Raise when HuggingFace task could not be found

exception sagemaker.serve.utils.exceptions.InProcessDeepPingException(message)

Bases: ModelBuilderException

Raise when in process model serving does not pass the deep ping check

fmt = 'Error Message: {message}'

model_builder_error_code = 1

exception sagemaker.serve.utils.exceptions.LocalDeepPingException(message)

Bases: ModelBuilderException

Raise when local model serving does not pass the deep ping check

fmt = 'Error Message: {message}'

model_builder_error_code = 1

exception sagemaker.serve.utils.exceptions.LocalModelInvocationException(message)

Bases: ModelBuilderException

Raise when local model serving fails to invoke the model

fmt = 'Error Message: {message}'

model_builder_error_code = 4

exception sagemaker.serve.utils.exceptions.LocalModelLoadException(message)

Bases: ModelBuilderException

Raise when local model serving fails to load the model

fmt = 'Error Message: {message}'

model_builder_error_code = 3

exception sagemaker.serve.utils.exceptions.LocalModelOutOfMemoryException(message)

Bases: ModelBuilderException

Raise when local model serving fails to load the model

fmt = 'Error Message: {message}'

model_builder_error_code = 2

exception sagemaker.serve.utils.exceptions.ModelBuilderException(**kwargs)

Bases: Exception

The base exception class for ModelBuilder exceptions.

fmt = 'An unspecified error occurred'

exception sagemaker.serve.utils.exceptions.SkipTuningComboException(message)

Bases: ModelBuilderException

Raise when tuning combination should be admissible but is not

fmt = 'Error Message: {message}'

exception sagemaker.serve.utils.exceptions.TaskNotFoundException(message)

Bases: ModelBuilderException

Raise when HuggingFace task could not be found

fmt = 'Error Message: {message}'