QuantumConvolutionalLayer

quantrs2_ml::tensorflow_compatibility

Struct QuantumConvolutionalLayer

pub struct QuantumConvolutionalLayer { /* private fields */ }

Expand description

Quantum convolutional layer (TFQ-style)

Implementations§

impl QuantumConvolutionalLayer

pub fn new( circuit: Circuit<8>, symbols: Vec<String>, observable: Observable, backend: Arc<dyn SimulatorBackend>, filter_size: (usize, usize), ) -> Self

Create new quantum convolutional layer

pub fn with_stride(self, stride: (usize, usize)) -> Self

Set stride

pub fn with_padding(self, padding: PaddingType) -> Self

Set padding

pub fn forward( &self, inputs: &Array4<f64>, parameters: &Array2<f64>, ) -> Result<Array4<f64>>

Apply quantum convolution to input tensor

Auto Trait Implementations§

impl Freeze for QuantumConvolutionalLayer

impl !RefUnwindSafe for QuantumConvolutionalLayer

impl Send for QuantumConvolutionalLayer

impl Sync for QuantumConvolutionalLayer

impl Unpin for QuantumConvolutionalLayer

impl !UnwindSafe for QuantumConvolutionalLayer

Blanket Implementations§

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