[−][src]Struct tract_tensorflow::tfpb::tensorflow::GradientDef
GradientDef defines the gradient function of a function defined in a function library.
A gradient function g (specified by gradient_func) for a function f (specified by function_name) must follow the following:
The function 'f' must be a numerical function which takes N inputs and produces M outputs. Its gradient function 'g', which is a function taking N + M inputs and produces N outputs.
I.e. if we have (y1, y2, ..., y_M) = f(x1, x2, ..., x_N), then, g is (dL/dx1, dL/dx2, ..., dL/dx_N) = g(x1, x2, ..., x_N, dL/dy1, dL/dy2, ..., dL/dy_M), where L is a scalar-value function of (x1, x2, ..., xN) (e.g., the loss function). dL/dx_i is the partial derivative of L with respect to x_i.
Fields
function_name: String
The function name.
gradient_func: String
The gradient function's name.
Trait Implementations
impl Clone for GradientDef
[src]
fn clone(&self) -> GradientDef
[src]
fn clone_from(&mut self, source: &Self)
1.0.0[src]
impl Debug for GradientDef
[src]
impl Default for GradientDef
[src]
fn default() -> GradientDef
[src]
impl Message for GradientDef
[src]
fn encode_raw<B>(&self, buf: &mut B) where
B: BufMut,
[src]
B: BufMut,
fn merge_field<B>(
&mut self,
tag: u32,
wire_type: WireType,
buf: &mut B,
ctx: DecodeContext
) -> Result<(), DecodeError> where
B: Buf,
[src]
&mut self,
tag: u32,
wire_type: WireType,
buf: &mut B,
ctx: DecodeContext
) -> Result<(), DecodeError> where
B: Buf,
fn encoded_len(&self) -> usize
[src]
fn clear(&mut self)
[src]
fn encode<B>(&self, buf: &mut B) -> Result<(), EncodeError> where
B: BufMut,
[src]
B: BufMut,
fn encode_length_delimited<B>(&self, buf: &mut B) -> Result<(), EncodeError> where
B: BufMut,
[src]
B: BufMut,
fn decode<B>(buf: B) -> Result<Self, DecodeError> where
B: Buf,
Self: Default,
[src]
B: Buf,
Self: Default,
fn decode_length_delimited<B>(buf: B) -> Result<Self, DecodeError> where
B: Buf,
Self: Default,
[src]
B: Buf,
Self: Default,
fn merge<B>(&mut self, buf: B) -> Result<(), DecodeError> where
B: Buf,
[src]
B: Buf,
fn merge_length_delimited<B>(&mut self, buf: B) -> Result<(), DecodeError> where
B: Buf,
[src]
B: Buf,
impl PartialEq<GradientDef> for GradientDef
[src]
fn eq(&self, other: &GradientDef) -> bool
[src]
fn ne(&self, other: &GradientDef) -> bool
[src]
impl StructuralPartialEq for GradientDef
[src]
Auto Trait Implementations
impl RefUnwindSafe for GradientDef
impl Send for GradientDef
impl Sync for GradientDef
impl Unpin for GradientDef
impl UnwindSafe for GradientDef
Blanket Implementations
impl<T> Any for T where
T: 'static + ?Sized,
[src]
T: 'static + ?Sized,
impl<T> Borrow<T> for T where
T: ?Sized,
[src]
T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
[src]
T: ?Sized,
fn borrow_mut(&mut self) -> &mut T
[src]
impl<T> Downcast for T where
T: Any,
T: Any,
fn into_any(self: Box<T>) -> Box<dyn Any + 'static>
fn into_any_rc(self: Rc<T>) -> Rc<dyn Any + 'static>
fn as_any(&self) -> &(dyn Any + 'static)
fn as_any_mut(&mut self) -> &mut (dyn Any + 'static)
impl<T> DowncastSync for T where
T: Send + Sync + Any,
T: Send + Sync + Any,
impl<T> DynClone for T where
T: Clone,
[src]
T: Clone,
impl<T> From<T> for T
[src]
impl<T, U> Into<U> for T where
U: From<T>,
[src]
U: From<T>,
impl<T> ToOwned for T where
T: Clone,
[src]
T: Clone,
type Owned = T
The resulting type after obtaining ownership.
fn to_owned(&self) -> T
[src]
fn clone_into(&self, target: &mut T)
[src]
impl<T, U> TryFrom<U> for T where
U: Into<T>,
[src]
U: Into<T>,
type Error = Infallible
The type returned in the event of a conversion error.
fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>
[src]
impl<T, U> TryInto<U> for T where
U: TryFrom<T>,
[src]
U: TryFrom<T>,