Struct tensorflow_proto::tensorflow::tpu::MdlAdagradLightParameters

pub struct MdlAdagradLightParameters {
    pub l2: f32,
    pub lr_power: f32,
    pub min_servable_mdl_benefit: f32,
    pub mdl_mix_in_margin: f32,
    pub mdl_benefit_rampup_coeff: f32,
    pub mdl_min_weight: f32,
    pub benefit_revisit_scale: f32,
    pub max_event_benefit: f32,
    pub max_total_benefit: f32,
    pub mdl_hard_limit: f32,
    pub hard_limit_min_benefit: bool,
    pub mdl_regularize: bool,
    pub initial_accumulator: f32,
    pub initial_weight: f32,
    pub initial_benefit: f32,
}

Variant of algorithm in http://proceedings.mlr.press/v44/shamir15.pdf

Fields

l2: f32

lr_power: f32

min_servable_mdl_benefit: f32

mdl_mix_in_margin: f32

mdl_benefit_rampup_coeff: f32

mdl_min_weight: f32

benefit_revisit_scale: f32

max_event_benefit: f32

max_total_benefit: f32

mdl_hard_limit: f32

hard_limit_min_benefit: bool

mdl_regularize: bool

initial_accumulator: f32

initial_weight: f32

initial_benefit: f32

Trait Implementations

impl Clone for MdlAdagradLightParameters

pub fn clone(&self) -> MdlAdagradLightParameters

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for MdlAdagradLightParameters

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

Formats the value using the given formatter.

impl Default for MdlAdagradLightParameters

pub fn default() -> Self

Returns the "default value" for a type.

impl Message for MdlAdagradLightParameters

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<MdlAdagradLightParameters> for MdlAdagradLightParameters

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

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

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

This method tests for !=.

impl StructuralPartialEq for MdlAdagradLightParameters