TFQLayer

quantrs2_ml::tensorflow_compatibility::functions

Trait TFQLayer 

Source 
pub trait TFQLayer: Send + Sync {
    // Required methods
    fn forward(&self, inputs: &ArrayD<f64>) -> Result<ArrayD<f64>>;
    fn backward(&self, upstream_gradients: &ArrayD<f64>) -> Result<ArrayD<f64>>;
    fn get_parameters(&self) -> Vec<Array1<f64>> ⓘ;
    fn set_parameters(&mut self, params: Vec<Array1<f64>>) -> Result<()>;
    fn name(&self) -> &str;
}
Expand description

TensorFlow Quantum layer trait

Required Methods§

Source

fn forward(&self, inputs: &ArrayD<f64>) -> Result<ArrayD<f64>>

Forward pass

Source

fn backward(&self, upstream_gradients: &ArrayD<f64>) -> Result<ArrayD<f64>>

Backward pass

Source

fn get_parameters(&self) -> Vec<Array1<f64>> ⓘ

Get trainable parameters

Source

fn set_parameters(&mut self, params: Vec<Array1<f64>>) -> Result<()>

Set trainable parameters

Source

fn name(&self) -> &str

Layer name

Implementors§