ChannelSpecification
¶
Source code in docs_src/capo_sagemaker/types/channel_specification.py
description
instance-attribute
¶
description: NotRequired[EntityDescription]
A brief description of the channel.
is_required
instance-attribute
¶
is_required: NotRequired[Boolean]
Indicates whether the channel is required by the algorithm.
supported_compression_types
instance-attribute
¶
supported_compression_types: NotRequired[CompressionTypes]
The allowed compression types, if data compression is used.
supported_content_types
instance-attribute
¶
supported_content_types: NotRequired[ContentTypes]
The supported MIME types for the data.
supported_input_modes
instance-attribute
¶
supported_input_modes: NotRequired[InputModes]
The allowed input mode, either FILE or PIPE.
In FILE mode, Amazon SageMaker copies the data from the input source onto the local Amazon Elastic Block Store (Amazon EBS) volumes before starting your training algorithm. This is the most commonly used input mode.
In PIPE mode, Amazon SageMaker streams input data from the source directly to your algorithm without using the EBS volume.