Struct tensorflow_proto::tensorflow::boosted_trees::learner::AveragingConfig

pub struct AveragingConfig {
    pub config: Option<Config>,
}

When we have a sequence of trees 1, 2, 3 ... n, these essentially represent weights updates in functional space, and thus we can use averaging of weight updates to achieve better performance. For example, we can say that our final ensemble will be an average of ensembles of tree 1, and ensemble of tree 1 and tree 2 etc .. ensemble of all trees. Note that this averaging will apply ONLY DURING PREDICTION. The training stays the same.

Fields

config: Option<Config>

Trait Implementations

impl Clone for AveragingConfig

pub fn clone(&self) -> AveragingConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for AveragingConfig

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

Formats the value using the given formatter.

impl Default for AveragingConfig

pub fn default() -> Self

Returns the "default value" for a type.

impl Message for AveragingConfig

pub fn encode_raw<B>(&self, buf: &mut B) where
    B: BufMut, 

pub fn merge_field<B>(
    &mut self,
    tag: u32,
    wire_type: WireType,
    buf: &mut B,
    ctx: DecodeContext
) -> Result<(), DecodeError> where
    B: Buf, 

pub fn encoded_len(&self) -> usize

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

pub fn clear(&mut self)

Clears the message, resetting all fields to their default.

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

Encodes the message to a buffer.

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

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

pub fn decode<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

Decodes an instance of the message from a buffer.

pub fn decode_length_delimited<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

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

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

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

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

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

impl PartialEq<AveragingConfig> for AveragingConfig

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

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

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

This method tests for !=.

impl StructuralPartialEq for AveragingConfig