Struct tensorflow_proto::tensorflow::tpu::BoundedAdagradParameters

pub struct BoundedAdagradParameters {
    pub update_accumulator_first: bool,
    pub max_var_update: f32,
    pub max_accumulator: f32,
}

Algorithm in http://www.jmlr.org/papers/volume12/duchi11a/duchi11a.pdf.

Fields

update_accumulator_first: bool

Whether to use the updated or the old value of the accumulator when computing the effective learning rate. When update_accumulator_first is set to True, the updated value of the accumulator is used.

max_var_update: f32

The max_var_update value to use. Set value to 0 (default) to disable using max_var_update to clip the gradient.

max_accumulator: f32

The maximum value of the accumulator. Set max_accumulator to 0 (default) to disable using max_accumulator to clip the accumulator.

Trait Implementations

impl Clone for BoundedAdagradParameters

pub fn clone(&self) -> BoundedAdagradParameters

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for BoundedAdagradParameters

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

Formats the value using the given formatter.

impl Default for BoundedAdagradParameters

pub fn default() -> Self

Returns the "default value" for a type.

impl Message for BoundedAdagradParameters

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<BoundedAdagradParameters> for BoundedAdagradParameters

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

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

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

This method tests for !=.

impl StructuralPartialEq for BoundedAdagradParameters