Struct google_api_proto::google::cloud::automl::v1beta1::ModelExportOutputConfig

pub struct ModelExportOutputConfig {
    pub model_format: String,
    pub params: BTreeMap<String, String>,
    pub destination: Option<Destination>,
}

Output configuration for ModelExport Action.

Fields

model_format: String

The format in which the model must be exported. The available, and default, formats depend on the problem and model type (if given problem and type combination doesn’t have a format listed, it means its models are not exportable):

• For Image Classification mobile-low-latency-1, mobile-versatile-1, mobile-high-accuracy-1: “tflite” (default), “edgetpu_tflite”, “tf_saved_model”, “tf_js”, “docker”.

• For Image Classification mobile-core-ml-low-latency-1, mobile-core-ml-versatile-1, mobile-core-ml-high-accuracy-1: “core_ml” (default).

• For Image Object Detection mobile-low-latency-1, mobile-versatile-1, mobile-high-accuracy-1: “tflite”, “tf_saved_model”, “tf_js”.

• For Video Classification cloud, “tf_saved_model”.

• For Video Object Tracking cloud, “tf_saved_model”.

• For Video Object Tracking mobile-versatile-1: “tflite”, “edgetpu_tflite”, “tf_saved_model”, “docker”.

• For Video Object Tracking mobile-coral-versatile-1: “tflite”, “edgetpu_tflite”, “docker”.

• For Video Object Tracking mobile-coral-low-latency-1: “tflite”, “edgetpu_tflite”, “docker”.

• For Video Object Tracking mobile-jetson-versatile-1: “tf_saved_model”, “docker”.

• For Tables: “docker”.

Formats description:

• tflite - Used for Android mobile devices.
• edgetpu_tflite - Used for Edge TPU devices.
• tf_saved_model - A tensorflow model in SavedModel format.
• tf_js - A TensorFlow.js model that can be used in the browser and in Node.js using JavaScript.
• docker - Used for Docker containers. Use the params field to customize the container. The container is verified to work correctly on ubuntu 16.04 operating system. See more at [containers

quickstart](https: //cloud.google.com/vision/automl/docs/containers-gcs-quickstart)

• core_ml - Used for iOS mobile devices.

params: BTreeMap<String, String>

Additional model-type and format specific parameters describing the requirements for the to be exported model files, any string must be up to 25000 characters long.

• For docker format: cpu_architecture - (string) “x86_64” (default). gpu_architecture - (string) “none” (default), “nvidia”.

destination: Option<Destination>

Required. The destination of the output.

Trait Implementations

impl Clone for ModelExportOutputConfig

fn clone(&self) -> ModelExportOutputConfig

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for ModelExportOutputConfig

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for ModelExportOutputConfig

fn default() -> Self

Returns the “default value” for a type.

impl Message for ModelExportOutputConfig

fn encoded_len(&self) -> usize

Returns the encoded length of the message without a length delimiter.

fn clear(&mut self)

Clears the message, resetting all fields to their default.

fn encode(&self, buf: &mut impl BufMut) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message to a buffer.

fn encode_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message to a newly allocated buffer.

fn encode_length_delimited( &self, buf: &mut impl BufMut, ) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message with a length-delimiter to a buffer.

fn encode_length_delimited_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message with a length-delimiter to a newly allocated buffer.

fn decode(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes an instance of the message from a buffer.

fn decode_length_delimited(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes a length-delimited instance of the message from the buffer.

fn merge(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes an instance of the message from a buffer, and merges it into self.

fn merge_length_delimited(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes a length-delimited instance of the message from buffer, and merges it into self.

impl PartialEq for ModelExportOutputConfig

fn eq(&self, other: &ModelExportOutputConfig) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for ModelExportOutputConfig