Trait coaster_nn::ReluPointwise
[−]
[src]
pub trait ReluPointwise<F>: NN<F> { fn relu_pointwise(&self, x: &mut SharedTensor<F>) -> Result<(), Error>; fn relu_pointwise_grad(
&self,
x: &SharedTensor<F>,
x_diff: &mut SharedTensor<F>
) -> Result<(), Error>; }
Provides the functionality for pointwise ReLU operations (overwrites the input with the result of the operation).
Required Methods
fn relu_pointwise(&self, x: &mut SharedTensor<F>) -> Result<(), Error>
Computes the Rectified linear units over the input Tensor x
.
Saves the result back to x
.
fn relu_pointwise_grad(
&self,
x: &SharedTensor<F>,
x_diff: &mut SharedTensor<F>
) -> Result<(), Error>
&self,
x: &SharedTensor<F>,
x_diff: &mut SharedTensor<F>
) -> Result<(), Error>
Computes the gradient of ReLU over the input Tensor x
.
Saves the result back to x_diff
.