TensorConvolution.execute_existing_layout: def of stelliferous@0.0.2.0
Import: import stelliferous@0.0.2.0/tensor_convolution.bend as TensorConvolution
Lines 262-270 of stelliferous@0.0.2.0/tensor_convolution.bend: https://jend.leeeet.dev/read.txt?path=stelliferous@0.0.2.0/tensor_convolution.bend&start_line=262&end_line=270

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/kernel_tile.bend as Tile
import stelliferous@0.0.2.0/tensor_band.bend as Bands
import stelliferous@0.0.2.0/math_activation.bend as Activations

def execute_existing_layout(~custom: F32 -> F32,+activation: Activations.Activation,band_windows: Bool,+geometry: Geometry,+layout: Bands.Geometry,
  input: Bands.Bands(~F32),weights: Storage.Buffer<Tile.Tile8>,bias: Storage.Buffer<F32>,workers: U32) -> Tensors.Tensor<F32>:
  match band_windows:
    case True{}: existing_layout(~custom,activation,geometry,weights,bias,workers,Bands.plan(~F32,input))
    case False{}:
      Bands.Geometry{+images,+channels,+height,+width} = layout
      execute_dense(~custom,activation,geometry,
        Bands.gather(~F32,layout,input,Tensors.buffer(~F32,0.0,U32.from_nat(Nat.mul(U32.to_nat(images),Nat.mul(U32.to_nat(channels),Nat.mul(U32.to_nat(height),U32.to_nat(width))))))),
        weights,bias,workers)

Uses (18):
  https://jend.leeeet.dev/definition.txt?path=Base/base.bend&name=Bool
  https://jend.leeeet.dev/definition.txt?path=Base/base.bend&name=F32
  https://jend.leeeet.dev/definition.txt?path=Base/base.bend&name=Nat.mul
  https://jend.leeeet.dev/definition.txt?path=Base/base.bend&name=U32
  https://jend.leeeet.dev/definition.txt?path=Base/base.bend&name=U32.from_nat
  https://jend.leeeet.dev/definition.txt?path=Base/base.bend&name=U32.to_nat
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/kernel_tile.bend&name=Tile8
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/math_activation.bend&name=Activation
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/storage_buffer.bend&name=Buffer
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/tensor.bend&name=Tensor
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/tensor.bend&name=buffer
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/tensor_band.bend&name=Bands
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/tensor_band.bend&name=Geometry
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/tensor_band.bend&name=gather
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/tensor_band.bend&name=plan
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/tensor_convolution.bend&name=Geometry
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/tensor_convolution.bend&name=execute_dense
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/tensor_convolution.bend&name=existing_layout