Trait TFQLayer 

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;
}

TensorFlow Quantum layer trait

Required Methods

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

Forward pass

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

Backward pass

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

Get trainable parameters

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

Set trainable parameters

fn name(&self) -> &str

Layer name

Dyn Compatibility

This trait is dyn compatible.

In older versions of Rust, dyn compatibility was called "object safety".

Implementors