Struct google_api_proto::google::ai::generativelanguage::v1beta::Hyperparameters

pub struct Hyperparameters {
    pub epoch_count: Option<i32>,
    pub batch_size: Option<i32>,
    pub learning_rate_option: Option<LearningRateOption>,
}

Hyperparameters controlling the tuning process. Read more at https://ai.google.dev/docs/model_tuning_guidance

Fields

epoch_count: Option<i32>

Immutable. The number of training epochs. An epoch is one pass through the training data. If not set, a default of 5 will be used.

batch_size: Option<i32>

Immutable. The batch size hyperparameter for tuning. If not set, a default of 4 or 16 will be used based on the number of training examples.

learning_rate_option: Option<LearningRateOption>

Options for specifying learning rate during tuning.

Implementations

impl Hyperparameters

pub fn epoch_count(&self) -> i32

Returns the value of epoch_count, or the default value if epoch_count is unset.

pub fn batch_size(&self) -> i32

Returns the value of batch_size, or the default value if batch_size is unset.

Trait Implementations

impl Clone for Hyperparameters

fn clone(&self) -> Hyperparameters

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for Hyperparameters

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

Formats the value using the given formatter.

impl Default for Hyperparameters

fn default() -> Self

Returns the “default value” for a type.

impl Message for Hyperparameters

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 Hyperparameters

fn eq(&self, other: &Hyperparameters) -> 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 Copy for Hyperparameters

impl StructuralPartialEq for Hyperparameters