def band_machine

stelliferous@0.0.2.0 · tensor_convolution.bend:272

import Base
import stelliferous@0.0.2.0/tensor.bend as Tensors
import stelliferous@0.0.2.0/storage_buffer.bend as Storage
import stelliferous@0.0.2.0/tensor_band.bend as Bands
import stelliferous@0.0.2.0/math_activation.bend as Activations

272def band_machine(~custom: F32 -> F32,+activation: Activations.Activation,supported: Bool,+geometry: Geometry,layout: Bands.Geometry,input: Bands.Bands(~F32),
273  weights: Storage.Buffer<F32>,bias: Storage.Buffer<F32>,+shape: List<&2,U32>,fill: F32,workers: U32) -> Tensors.Tensor<F32>:
274  match supported:
275    case True{}: execute_existing_layout(~custom,activation,uses_band_windows(geometry),geometry,layout,input,packed(geometry,weights),bias,workers)
276    case False{}: Tensors.Banded{input,layout,shape,fill,Tensors.Failed{Tensors.Problem{"conv2d",Tensors.InvalidShape{shape}}},workers}