pub struct Layer { /* private fields */ }
Expand description
This interface class allows to build new Layers - are building blocks of networks.
Each class, derived from Layer, must implement allocate() methods to declare own outputs and forward() to compute outputs. Also before using the new layer into networks you must register your layer by using one of [dnnLayerFactory] “LayerFactory” macros.
Implementations§
Trait Implementations§
source§impl AlgorithmTrait for Layer
impl AlgorithmTrait for Layer
source§impl AlgorithmTraitConst for Layer
impl AlgorithmTraitConst for Layer
fn as_raw_Algorithm(&self) -> *const c_void
source§fn write(&self, fs: &mut FileStorage) -> Result<()>
fn write(&self, fs: &mut FileStorage) -> Result<()>
Stores algorithm parameters in a file storage
source§fn write_1(&self, fs: &mut FileStorage, name: &str) -> Result<()>
fn write_1(&self, fs: &mut FileStorage, name: &str) -> Result<()>
Stores algorithm parameters in a file storage Read more
source§fn write_with_name(&self, fs: &Ptr<FileStorage>, name: &str) -> Result<()>
fn write_with_name(&self, fs: &Ptr<FileStorage>, name: &str) -> Result<()>
@deprecated Read more
source§fn empty(&self) -> Result<bool>
fn empty(&self) -> Result<bool>
Returns true if the Algorithm is empty (e.g. in the very beginning or after unsuccessful read
source§fn save(&self, filename: &str) -> Result<()>
fn save(&self, filename: &str) -> Result<()>
Saves the algorithm to a file.
In order to make this method work, the derived class must implement Algorithm::write(FileStorage& fs).
source§fn get_default_name(&self) -> Result<String>
fn get_default_name(&self) -> Result<String>
Returns the algorithm string identifier.
This string is used as top level xml/yml node tag when the object is saved to a file or string.
source§impl Boxed for Layer
impl Boxed for Layer
source§impl From<AccumLayer> for Layer
impl From<AccumLayer> for Layer
source§fn from(s: AccumLayer) -> Self
fn from(s: AccumLayer) -> Self
Converts to this type from the input type.
source§impl From<AcoshLayer> for Layer
impl From<AcoshLayer> for Layer
source§fn from(s: AcoshLayer) -> Self
fn from(s: AcoshLayer) -> Self
Converts to this type from the input type.
source§impl From<ActivationLayer> for Layer
impl From<ActivationLayer> for Layer
source§fn from(s: ActivationLayer) -> Self
fn from(s: ActivationLayer) -> Self
Converts to this type from the input type.
source§impl From<ActivationLayerInt8> for Layer
impl From<ActivationLayerInt8> for Layer
source§fn from(s: ActivationLayerInt8) -> Self
fn from(s: ActivationLayerInt8) -> Self
Converts to this type from the input type.
source§impl From<AsinhLayer> for Layer
impl From<AsinhLayer> for Layer
source§fn from(s: AsinhLayer) -> Self
fn from(s: AsinhLayer) -> Self
Converts to this type from the input type.
source§impl From<AtanhLayer> for Layer
impl From<AtanhLayer> for Layer
source§fn from(s: AtanhLayer) -> Self
fn from(s: AtanhLayer) -> Self
Converts to this type from the input type.
source§impl From<BaseConvolutionLayer> for Layer
impl From<BaseConvolutionLayer> for Layer
source§fn from(s: BaseConvolutionLayer) -> Self
fn from(s: BaseConvolutionLayer) -> Self
Converts to this type from the input type.
source§impl From<BatchNormLayer> for Layer
impl From<BatchNormLayer> for Layer
source§fn from(s: BatchNormLayer) -> Self
fn from(s: BatchNormLayer) -> Self
Converts to this type from the input type.
source§impl From<BatchNormLayerInt8> for Layer
impl From<BatchNormLayerInt8> for Layer
source§fn from(s: BatchNormLayerInt8) -> Self
fn from(s: BatchNormLayerInt8) -> Self
Converts to this type from the input type.
source§impl From<BlankLayer> for Layer
impl From<BlankLayer> for Layer
source§fn from(s: BlankLayer) -> Self
fn from(s: BlankLayer) -> Self
Converts to this type from the input type.
source§impl From<ChannelsPReLULayer> for Layer
impl From<ChannelsPReLULayer> for Layer
source§fn from(s: ChannelsPReLULayer) -> Self
fn from(s: ChannelsPReLULayer) -> Self
Converts to this type from the input type.
source§impl From<CompareLayer> for Layer
impl From<CompareLayer> for Layer
source§fn from(s: CompareLayer) -> Self
fn from(s: CompareLayer) -> Self
Converts to this type from the input type.
source§impl From<ConcatLayer> for Layer
impl From<ConcatLayer> for Layer
source§fn from(s: ConcatLayer) -> Self
fn from(s: ConcatLayer) -> Self
Converts to this type from the input type.
source§impl From<ConstLayer> for Layer
impl From<ConstLayer> for Layer
source§fn from(s: ConstLayer) -> Self
fn from(s: ConstLayer) -> Self
Converts to this type from the input type.
source§impl From<ConvolutionLayer> for Layer
impl From<ConvolutionLayer> for Layer
source§fn from(s: ConvolutionLayer) -> Self
fn from(s: ConvolutionLayer) -> Self
Converts to this type from the input type.
source§impl From<ConvolutionLayerInt8> for Layer
impl From<ConvolutionLayerInt8> for Layer
source§fn from(s: ConvolutionLayerInt8) -> Self
fn from(s: ConvolutionLayerInt8) -> Self
Converts to this type from the input type.
source§impl From<CorrelationLayer> for Layer
impl From<CorrelationLayer> for Layer
source§fn from(s: CorrelationLayer) -> Self
fn from(s: CorrelationLayer) -> Self
Converts to this type from the input type.
source§impl From<CropAndResizeLayer> for Layer
impl From<CropAndResizeLayer> for Layer
source§fn from(s: CropAndResizeLayer) -> Self
fn from(s: CropAndResizeLayer) -> Self
Converts to this type from the input type.
source§impl From<CumSumLayer> for Layer
impl From<CumSumLayer> for Layer
source§fn from(s: CumSumLayer) -> Self
fn from(s: CumSumLayer) -> Self
Converts to this type from the input type.
source§impl From<DataAugmentationLayer> for Layer
impl From<DataAugmentationLayer> for Layer
source§fn from(s: DataAugmentationLayer) -> Self
fn from(s: DataAugmentationLayer) -> Self
Converts to this type from the input type.
source§impl From<DeconvolutionLayer> for Layer
impl From<DeconvolutionLayer> for Layer
source§fn from(s: DeconvolutionLayer) -> Self
fn from(s: DeconvolutionLayer) -> Self
Converts to this type from the input type.
source§impl From<DequantizeLayer> for Layer
impl From<DequantizeLayer> for Layer
source§fn from(s: DequantizeLayer) -> Self
fn from(s: DequantizeLayer) -> Self
Converts to this type from the input type.
source§impl From<DetectionOutputLayer> for Layer
impl From<DetectionOutputLayer> for Layer
source§fn from(s: DetectionOutputLayer) -> Self
fn from(s: DetectionOutputLayer) -> Self
Converts to this type from the input type.
source§impl From<EltwiseLayer> for Layer
impl From<EltwiseLayer> for Layer
source§fn from(s: EltwiseLayer) -> Self
fn from(s: EltwiseLayer) -> Self
Converts to this type from the input type.
source§impl From<EltwiseLayerInt8> for Layer
impl From<EltwiseLayerInt8> for Layer
source§fn from(s: EltwiseLayerInt8) -> Self
fn from(s: EltwiseLayerInt8) -> Self
Converts to this type from the input type.
source§impl From<FlattenLayer> for Layer
impl From<FlattenLayer> for Layer
source§fn from(s: FlattenLayer) -> Self
fn from(s: FlattenLayer) -> Self
Converts to this type from the input type.
source§impl From<FloorLayer> for Layer
impl From<FloorLayer> for Layer
source§fn from(s: FloorLayer) -> Self
fn from(s: FloorLayer) -> Self
Converts to this type from the input type.
source§impl From<FlowWarpLayer> for Layer
impl From<FlowWarpLayer> for Layer
source§fn from(s: FlowWarpLayer) -> Self
fn from(s: FlowWarpLayer) -> Self
Converts to this type from the input type.
source§impl From<GatherLayer> for Layer
impl From<GatherLayer> for Layer
source§fn from(s: GatherLayer) -> Self
fn from(s: GatherLayer) -> Self
Converts to this type from the input type.
source§impl From<HardSigmoidLayer> for Layer
impl From<HardSigmoidLayer> for Layer
source§fn from(s: HardSigmoidLayer) -> Self
fn from(s: HardSigmoidLayer) -> Self
Converts to this type from the input type.
source§impl From<HardSwishLayer> for Layer
impl From<HardSwishLayer> for Layer
source§fn from(s: HardSwishLayer) -> Self
fn from(s: HardSwishLayer) -> Self
Converts to this type from the input type.
source§impl From<InnerProductLayer> for Layer
impl From<InnerProductLayer> for Layer
source§fn from(s: InnerProductLayer) -> Self
fn from(s: InnerProductLayer) -> Self
Converts to this type from the input type.
source§impl From<InnerProductLayerInt8> for Layer
impl From<InnerProductLayerInt8> for Layer
source§fn from(s: InnerProductLayerInt8) -> Self
fn from(s: InnerProductLayerInt8) -> Self
Converts to this type from the input type.
source§impl From<InterpLayer> for Layer
impl From<InterpLayer> for Layer
source§fn from(s: InterpLayer) -> Self
fn from(s: InterpLayer) -> Self
Converts to this type from the input type.
source§impl From<MaxUnpoolLayer> for Layer
impl From<MaxUnpoolLayer> for Layer
source§fn from(s: MaxUnpoolLayer) -> Self
fn from(s: MaxUnpoolLayer) -> Self
Converts to this type from the input type.
source§impl From<NaryEltwiseLayer> for Layer
impl From<NaryEltwiseLayer> for Layer
source§fn from(s: NaryEltwiseLayer) -> Self
fn from(s: NaryEltwiseLayer) -> Self
Converts to this type from the input type.
source§impl From<NormalizeBBoxLayer> for Layer
impl From<NormalizeBBoxLayer> for Layer
source§fn from(s: NormalizeBBoxLayer) -> Self
fn from(s: NormalizeBBoxLayer) -> Self
Converts to this type from the input type.
source§impl From<PaddingLayer> for Layer
impl From<PaddingLayer> for Layer
source§fn from(s: PaddingLayer) -> Self
fn from(s: PaddingLayer) -> Self
Converts to this type from the input type.
source§impl From<PermuteLayer> for Layer
impl From<PermuteLayer> for Layer
source§fn from(s: PermuteLayer) -> Self
fn from(s: PermuteLayer) -> Self
Converts to this type from the input type.
source§impl From<PoolingLayer> for Layer
impl From<PoolingLayer> for Layer
source§fn from(s: PoolingLayer) -> Self
fn from(s: PoolingLayer) -> Self
Converts to this type from the input type.
source§impl From<PoolingLayerInt8> for Layer
impl From<PoolingLayerInt8> for Layer
source§fn from(s: PoolingLayerInt8) -> Self
fn from(s: PoolingLayerInt8) -> Self
Converts to this type from the input type.
source§impl From<PowerLayer> for Layer
impl From<PowerLayer> for Layer
source§fn from(s: PowerLayer) -> Self
fn from(s: PowerLayer) -> Self
Converts to this type from the input type.
source§impl From<PriorBoxLayer> for Layer
impl From<PriorBoxLayer> for Layer
source§fn from(s: PriorBoxLayer) -> Self
fn from(s: PriorBoxLayer) -> Self
Converts to this type from the input type.
source§impl From<ProposalLayer> for Layer
impl From<ProposalLayer> for Layer
source§fn from(s: ProposalLayer) -> Self
fn from(s: ProposalLayer) -> Self
Converts to this type from the input type.
source§impl From<QuantizeLayer> for Layer
impl From<QuantizeLayer> for Layer
source§fn from(s: QuantizeLayer) -> Self
fn from(s: QuantizeLayer) -> Self
Converts to this type from the input type.
source§impl From<ReLU6Layer> for Layer
impl From<ReLU6Layer> for Layer
source§fn from(s: ReLU6Layer) -> Self
fn from(s: ReLU6Layer) -> Self
Converts to this type from the input type.
source§impl From<ReciprocalLayer> for Layer
impl From<ReciprocalLayer> for Layer
source§fn from(s: ReciprocalLayer) -> Self
fn from(s: ReciprocalLayer) -> Self
Converts to this type from the input type.
source§impl From<ReduceLayer> for Layer
impl From<ReduceLayer> for Layer
source§fn from(s: ReduceLayer) -> Self
fn from(s: ReduceLayer) -> Self
Converts to this type from the input type.
source§impl From<ReduceLayerInt8> for Layer
impl From<ReduceLayerInt8> for Layer
source§fn from(s: ReduceLayerInt8) -> Self
fn from(s: ReduceLayerInt8) -> Self
Converts to this type from the input type.
source§impl From<RegionLayer> for Layer
impl From<RegionLayer> for Layer
source§fn from(s: RegionLayer) -> Self
fn from(s: RegionLayer) -> Self
Converts to this type from the input type.
source§impl From<ReorgLayer> for Layer
impl From<ReorgLayer> for Layer
source§fn from(s: ReorgLayer) -> Self
fn from(s: ReorgLayer) -> Self
Converts to this type from the input type.
source§impl From<RequantizeLayer> for Layer
impl From<RequantizeLayer> for Layer
source§fn from(s: RequantizeLayer) -> Self
fn from(s: RequantizeLayer) -> Self
Converts to this type from the input type.
source§impl From<ReshapeLayer> for Layer
impl From<ReshapeLayer> for Layer
source§fn from(s: ReshapeLayer) -> Self
fn from(s: ReshapeLayer) -> Self
Converts to this type from the input type.
source§impl From<ResizeLayer> for Layer
impl From<ResizeLayer> for Layer
source§fn from(s: ResizeLayer) -> Self
fn from(s: ResizeLayer) -> Self
Converts to this type from the input type.
source§impl From<RoundLayer> for Layer
impl From<RoundLayer> for Layer
source§fn from(s: RoundLayer) -> Self
fn from(s: RoundLayer) -> Self
Converts to this type from the input type.
source§impl From<ScaleLayer> for Layer
impl From<ScaleLayer> for Layer
source§fn from(s: ScaleLayer) -> Self
fn from(s: ScaleLayer) -> Self
Converts to this type from the input type.
source§impl From<ScaleLayerInt8> for Layer
impl From<ScaleLayerInt8> for Layer
source§fn from(s: ScaleLayerInt8) -> Self
fn from(s: ScaleLayerInt8) -> Self
Converts to this type from the input type.
source§impl From<ScatterLayer> for Layer
impl From<ScatterLayer> for Layer
source§fn from(s: ScatterLayer) -> Self
fn from(s: ScatterLayer) -> Self
Converts to this type from the input type.
source§impl From<ScatterNDLayer> for Layer
impl From<ScatterNDLayer> for Layer
source§fn from(s: ScatterNDLayer) -> Self
fn from(s: ScatterNDLayer) -> Self
Converts to this type from the input type.
source§impl From<ShiftLayer> for Layer
impl From<ShiftLayer> for Layer
source§fn from(s: ShiftLayer) -> Self
fn from(s: ShiftLayer) -> Self
Converts to this type from the input type.
source§impl From<ShiftLayerInt8> for Layer
impl From<ShiftLayerInt8> for Layer
source§fn from(s: ShiftLayerInt8) -> Self
fn from(s: ShiftLayerInt8) -> Self
Converts to this type from the input type.
source§impl From<ShrinkLayer> for Layer
impl From<ShrinkLayer> for Layer
source§fn from(s: ShrinkLayer) -> Self
fn from(s: ShrinkLayer) -> Self
Converts to this type from the input type.
source§impl From<ShuffleChannelLayer> for Layer
impl From<ShuffleChannelLayer> for Layer
source§fn from(s: ShuffleChannelLayer) -> Self
fn from(s: ShuffleChannelLayer) -> Self
Converts to this type from the input type.
source§impl From<SigmoidLayer> for Layer
impl From<SigmoidLayer> for Layer
source§fn from(s: SigmoidLayer) -> Self
fn from(s: SigmoidLayer) -> Self
Converts to this type from the input type.
source§impl From<SliceLayer> for Layer
impl From<SliceLayer> for Layer
source§fn from(s: SliceLayer) -> Self
fn from(s: SliceLayer) -> Self
Converts to this type from the input type.
source§impl From<SoftmaxLayer> for Layer
impl From<SoftmaxLayer> for Layer
source§fn from(s: SoftmaxLayer) -> Self
fn from(s: SoftmaxLayer) -> Self
Converts to this type from the input type.
source§impl From<SoftmaxLayerInt8> for Layer
impl From<SoftmaxLayerInt8> for Layer
source§fn from(s: SoftmaxLayerInt8) -> Self
fn from(s: SoftmaxLayerInt8) -> Self
Converts to this type from the input type.
source§impl From<SoftplusLayer> for Layer
impl From<SoftplusLayer> for Layer
source§fn from(s: SoftplusLayer) -> Self
fn from(s: SoftplusLayer) -> Self
Converts to this type from the input type.
source§impl From<SoftsignLayer> for Layer
impl From<SoftsignLayer> for Layer
source§fn from(s: SoftsignLayer) -> Self
fn from(s: SoftsignLayer) -> Self
Converts to this type from the input type.
source§impl From<SplitLayer> for Layer
impl From<SplitLayer> for Layer
source§fn from(s: SplitLayer) -> Self
fn from(s: SplitLayer) -> Self
Converts to this type from the input type.
source§impl From<SwishLayer> for Layer
impl From<SwishLayer> for Layer
source§fn from(s: SwishLayer) -> Self
fn from(s: SwishLayer) -> Self
Converts to this type from the input type.
source§impl From<ThresholdedReluLayer> for Layer
impl From<ThresholdedReluLayer> for Layer
source§fn from(s: ThresholdedReluLayer) -> Self
fn from(s: ThresholdedReluLayer) -> Self
Converts to this type from the input type.
source§impl LayerTrait for Layer
impl LayerTrait for Layer
fn as_raw_mut_Layer(&mut self) -> *mut c_void
source§fn set_blobs(&mut self, val: Vector<Mat>)
fn set_blobs(&mut self, val: Vector<Mat>)
List of learned parameters must be stored here to allow read them by using Net::getParam().
source§fn set_name(&mut self, val: &str)
fn set_name(&mut self, val: &str)
Name of the layer instance, can be used for logging or other internal purposes.
source§fn set_type(&mut self, val: &str)
fn set_type(&mut self, val: &str)
Type name which was used for creating layer by layer factory.
source§fn set_preferable_target(&mut self, val: i32)
fn set_preferable_target(&mut self, val: i32)
prefer target for layer forwarding
source§fn finalize(
&mut self,
inputs: &dyn ToInputArray,
outputs: &mut dyn ToOutputArray
) -> Result<()>
fn finalize( &mut self, inputs: &dyn ToInputArray, outputs: &mut dyn ToOutputArray ) -> Result<()>
Computes and sets internal parameters according to inputs, outputs and blobs. Read more
source§fn forward_mat(
&mut self,
input: &mut Vector<Mat>,
output: &mut Vector<Mat>,
internals: &mut Vector<Mat>
) -> Result<()>
fn forward_mat( &mut self, input: &mut Vector<Mat>, output: &mut Vector<Mat>, internals: &mut Vector<Mat> ) -> Result<()>
👎Deprecated: Use Layer::forward(InputArrayOfArrays, OutputArrayOfArrays, OutputArrayOfArrays) instead
Given the @p input blobs, computes the output @p blobs. Read more
source§fn forward(
&mut self,
inputs: &dyn ToInputArray,
outputs: &mut dyn ToOutputArray,
internals: &mut dyn ToOutputArray
) -> Result<()>
fn forward( &mut self, inputs: &dyn ToInputArray, outputs: &mut dyn ToOutputArray, internals: &mut dyn ToOutputArray ) -> Result<()>
Given the @p input blobs, computes the output @p blobs. Read more
source§fn try_quantize(
&mut self,
scales: &Vector<Vector<f32>>,
zeropoints: &Vector<Vector<i32>>,
params: &mut LayerParams
) -> Result<bool>
fn try_quantize( &mut self, scales: &Vector<Vector<f32>>, zeropoints: &Vector<Vector<i32>>, params: &mut LayerParams ) -> Result<bool>
Tries to quantize the given layer and compute the quantization parameters required for fixed point implementation. Read more
source§fn forward_fallback(
&mut self,
inputs: &dyn ToInputArray,
outputs: &mut dyn ToOutputArray,
internals: &mut dyn ToOutputArray
) -> Result<()>
fn forward_fallback( &mut self, inputs: &dyn ToInputArray, outputs: &mut dyn ToOutputArray, internals: &mut dyn ToOutputArray ) -> Result<()>
Given the @p input blobs, computes the output @p blobs. Read more
source§fn finalize_mat_to(
&mut self,
inputs: &Vector<Mat>,
outputs: &mut Vector<Mat>
) -> Result<()>
fn finalize_mat_to( &mut self, inputs: &Vector<Mat>, outputs: &mut Vector<Mat> ) -> Result<()>
👎Deprecated: Use Layer::finalize(InputArrayOfArrays, OutputArrayOfArrays) instead
Computes and sets internal parameters according to inputs, outputs and blobs. Read more
source§fn finalize_mat(&mut self, inputs: &Vector<Mat>) -> Result<Vector<Mat>>
fn finalize_mat(&mut self, inputs: &Vector<Mat>) -> Result<Vector<Mat>>
👎Deprecated: Use Layer::finalize(InputArrayOfArrays, OutputArrayOfArrays) instead
Computes and sets internal parameters according to inputs, outputs and blobs. Read more
source§fn run(
&mut self,
inputs: &Vector<Mat>,
outputs: &mut Vector<Mat>,
internals: &mut Vector<Mat>
) -> Result<()>
fn run( &mut self, inputs: &Vector<Mat>, outputs: &mut Vector<Mat>, internals: &mut Vector<Mat> ) -> Result<()>
👎Deprecated: This method will be removed in the future release.
Allocates layer and computes output. Read more
source§fn input_name_to_index(&mut self, input_name: &str) -> Result<i32>
fn input_name_to_index(&mut self, input_name: &str) -> Result<i32>
Returns index of input blob into the input array. Read more
source§fn output_name_to_index(&mut self, output_name: &str) -> Result<i32>
fn output_name_to_index(&mut self, output_name: &str) -> Result<i32>
Returns index of output blob in output array. Read more
source§fn support_backend(&mut self, backend_id: i32) -> Result<bool>
fn support_backend(&mut self, backend_id: i32) -> Result<bool>
Ask layer if it support specific backend for doing computations. Read more
source§fn init_halide(
&mut self,
inputs: &Vector<Ptr<dyn BackendWrapper>>
) -> Result<Ptr<BackendNode>>
fn init_halide( &mut self, inputs: &Vector<Ptr<dyn BackendWrapper>> ) -> Result<Ptr<BackendNode>>
Returns Halide backend node. Read more
fn init_ngraph( &mut self, inputs: &Vector<Ptr<dyn BackendWrapper>>, nodes: &Vector<Ptr<BackendNode>> ) -> Result<Ptr<BackendNode>>
fn init_vk_com( &mut self, inputs: &Vector<Ptr<dyn BackendWrapper>> ) -> Result<Ptr<BackendNode>>
fn init_webnn( &mut self, inputs: &Vector<Ptr<dyn BackendWrapper>>, nodes: &Vector<Ptr<BackendNode>> ) -> Result<Ptr<BackendNode>>
source§unsafe fn init_cuda(
&mut self,
context: *mut c_void,
inputs: &Vector<Ptr<dyn BackendWrapper>>,
outputs: &Vector<Ptr<dyn BackendWrapper>>
) -> Result<Ptr<BackendNode>>
unsafe fn init_cuda( &mut self, context: *mut c_void, inputs: &Vector<Ptr<dyn BackendWrapper>>, outputs: &Vector<Ptr<dyn BackendWrapper>> ) -> Result<Ptr<BackendNode>>
Returns a CUDA backend node Read more
source§unsafe fn init_tim_vx(
&mut self,
tim_vx_info: *mut c_void,
inputs_wrapper: &Vector<Ptr<dyn BackendWrapper>>,
outputs_wrapper: &Vector<Ptr<dyn BackendWrapper>>,
is_last: bool
) -> Result<Ptr<BackendNode>>
unsafe fn init_tim_vx( &mut self, tim_vx_info: *mut c_void, inputs_wrapper: &Vector<Ptr<dyn BackendWrapper>>, outputs_wrapper: &Vector<Ptr<dyn BackendWrapper>>, is_last: bool ) -> Result<Ptr<BackendNode>>
Returns a TimVX backend node Read more
source§fn init_cann(
&mut self,
inputs_wrapper: &Vector<Ptr<dyn BackendWrapper>>,
index: i32,
nodes: &Vector<Ptr<BackendNode>>
) -> Result<Ptr<BackendNode>>
fn init_cann( &mut self, inputs_wrapper: &Vector<Ptr<dyn BackendWrapper>>, index: i32, nodes: &Vector<Ptr<BackendNode>> ) -> Result<Ptr<BackendNode>>
Returns a CANN backend node Read more
source§fn try_attach(&mut self, node: &Ptr<BackendNode>) -> Result<Ptr<BackendNode>>
fn try_attach(&mut self, node: &Ptr<BackendNode>) -> Result<Ptr<BackendNode>>
Implement layers fusing. Read more
source§fn set_activation(&mut self, layer: &Ptr<ActivationLayer>) -> Result<bool>
fn set_activation(&mut self, layer: &Ptr<ActivationLayer>) -> Result<bool>
Tries to attach to the layer the subsequent activation layer, i.e. do the layer fusion in a partial case. Read more
source§fn try_fuse(&mut self, top: &mut Ptr<Layer>) -> Result<bool>
fn try_fuse(&mut self, top: &mut Ptr<Layer>) -> Result<bool>
Try to fuse current layer with a next one Read more
source§fn unset_attached(&mut self) -> Result<()>
fn unset_attached(&mut self) -> Result<()>
“Detaches” all the layers, attached to particular layer.
fn update_memory_shapes(&mut self, inputs: &Vector<MatShape>) -> Result<bool>
fn set_params_from(&mut self, params: &LayerParams) -> Result<()>
source§impl LayerTraitConst for Layer
impl LayerTraitConst for Layer
fn as_raw_Layer(&self) -> *const c_void
source§fn blobs(&self) -> Vector<Mat>
fn blobs(&self) -> Vector<Mat>
List of learned parameters must be stored here to allow read them by using Net::getParam().
source§fn name(&self) -> String
fn name(&self) -> String
Name of the layer instance, can be used for logging or other internal purposes.
source§fn preferable_target(&self) -> i32
fn preferable_target(&self) -> i32
prefer target for layer forwarding
source§fn apply_halide_scheduler(
&self,
node: &mut Ptr<BackendNode>,
inputs: &Vector<Mat>,
outputs: &Vector<Mat>,
target_id: i32
) -> Result<()>
fn apply_halide_scheduler( &self, node: &mut Ptr<BackendNode>, inputs: &Vector<Mat>, outputs: &Vector<Mat>, target_id: i32 ) -> Result<()>
Automatic Halide scheduling based on layer hyper-parameters. Read more
source§fn get_scale_shift(&self, scale: &mut Mat, shift: &mut Mat) -> Result<()>
fn get_scale_shift(&self, scale: &mut Mat, shift: &mut Mat) -> Result<()>
Returns parameters of layers with channel-wise multiplication and addition. Read more
source§fn get_scale_zeropoint(
&self,
scale: &mut f32,
zeropoint: &mut i32
) -> Result<()>
fn get_scale_zeropoint( &self, scale: &mut f32, zeropoint: &mut i32 ) -> Result<()>
Returns scale and zeropoint of layers Read more
fn get_memory_shapes( &self, inputs: &Vector<MatShape>, required_outputs: i32, outputs: &mut Vector<MatShape>, internals: &mut Vector<MatShape> ) -> Result<bool>
fn get_flops( &self, inputs: &Vector<MatShape>, outputs: &Vector<MatShape> ) -> Result<i64>
source§impl TryFrom<Layer> for AccumLayer
impl TryFrom<Layer> for AccumLayer
source§impl TryFrom<Layer> for ActivationLayer
impl TryFrom<Layer> for ActivationLayer
source§impl TryFrom<Layer> for BaseConvolutionLayer
impl TryFrom<Layer> for BaseConvolutionLayer
source§impl TryFrom<Layer> for BlankLayer
impl TryFrom<Layer> for BlankLayer
source§impl TryFrom<Layer> for CompareLayer
impl TryFrom<Layer> for CompareLayer
source§impl TryFrom<Layer> for ConcatLayer
impl TryFrom<Layer> for ConcatLayer
source§impl TryFrom<Layer> for ConstLayer
impl TryFrom<Layer> for ConstLayer
source§impl TryFrom<Layer> for CorrelationLayer
impl TryFrom<Layer> for CorrelationLayer
source§impl TryFrom<Layer> for CropAndResizeLayer
impl TryFrom<Layer> for CropAndResizeLayer
source§impl TryFrom<Layer> for CumSumLayer
impl TryFrom<Layer> for CumSumLayer
source§impl TryFrom<Layer> for DataAugmentationLayer
impl TryFrom<Layer> for DataAugmentationLayer
source§impl TryFrom<Layer> for DequantizeLayer
impl TryFrom<Layer> for DequantizeLayer
source§impl TryFrom<Layer> for DetectionOutputLayer
impl TryFrom<Layer> for DetectionOutputLayer
source§impl TryFrom<Layer> for EltwiseLayer
impl TryFrom<Layer> for EltwiseLayer
source§impl TryFrom<Layer> for EltwiseLayerInt8
impl TryFrom<Layer> for EltwiseLayerInt8
source§impl TryFrom<Layer> for FlattenLayer
impl TryFrom<Layer> for FlattenLayer
source§impl TryFrom<Layer> for FlowWarpLayer
impl TryFrom<Layer> for FlowWarpLayer
source§impl TryFrom<Layer> for GatherLayer
impl TryFrom<Layer> for GatherLayer
source§impl TryFrom<Layer> for InnerProductLayer
impl TryFrom<Layer> for InnerProductLayer
source§impl TryFrom<Layer> for InterpLayer
impl TryFrom<Layer> for InterpLayer
source§impl TryFrom<Layer> for MaxUnpoolLayer
impl TryFrom<Layer> for MaxUnpoolLayer
source§impl TryFrom<Layer> for NaryEltwiseLayer
impl TryFrom<Layer> for NaryEltwiseLayer
source§impl TryFrom<Layer> for NormalizeBBoxLayer
impl TryFrom<Layer> for NormalizeBBoxLayer
source§impl TryFrom<Layer> for PaddingLayer
impl TryFrom<Layer> for PaddingLayer
source§impl TryFrom<Layer> for PermuteLayer
impl TryFrom<Layer> for PermuteLayer
source§impl TryFrom<Layer> for PoolingLayer
impl TryFrom<Layer> for PoolingLayer
source§impl TryFrom<Layer> for PriorBoxLayer
impl TryFrom<Layer> for PriorBoxLayer
source§impl TryFrom<Layer> for ProposalLayer
impl TryFrom<Layer> for ProposalLayer
source§impl TryFrom<Layer> for QuantizeLayer
impl TryFrom<Layer> for QuantizeLayer
source§impl TryFrom<Layer> for ReduceLayer
impl TryFrom<Layer> for ReduceLayer
source§impl TryFrom<Layer> for RegionLayer
impl TryFrom<Layer> for RegionLayer
source§impl TryFrom<Layer> for ReorgLayer
impl TryFrom<Layer> for ReorgLayer
source§impl TryFrom<Layer> for RequantizeLayer
impl TryFrom<Layer> for RequantizeLayer
source§impl TryFrom<Layer> for ReshapeLayer
impl TryFrom<Layer> for ReshapeLayer
source§impl TryFrom<Layer> for ResizeLayer
impl TryFrom<Layer> for ResizeLayer
source§impl TryFrom<Layer> for ScaleLayer
impl TryFrom<Layer> for ScaleLayer
source§impl TryFrom<Layer> for ScatterLayer
impl TryFrom<Layer> for ScatterLayer
source§impl TryFrom<Layer> for ScatterNDLayer
impl TryFrom<Layer> for ScatterNDLayer
source§impl TryFrom<Layer> for ShiftLayer
impl TryFrom<Layer> for ShiftLayer
source§impl TryFrom<Layer> for ShiftLayerInt8
impl TryFrom<Layer> for ShiftLayerInt8
source§impl TryFrom<Layer> for ShuffleChannelLayer
impl TryFrom<Layer> for ShuffleChannelLayer
source§impl TryFrom<Layer> for SliceLayer
impl TryFrom<Layer> for SliceLayer
source§impl TryFrom<Layer> for SoftmaxLayer
impl TryFrom<Layer> for SoftmaxLayer
source§impl TryFrom<Layer> for SplitLayer
impl TryFrom<Layer> for SplitLayer
impl Send for Layer
Auto Trait Implementations§
Blanket Implementations§
source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere T: ?Sized,
source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more