TensorConvolution.band_output: def of stelliferous@0.0.2.0
Import: import stelliferous@0.0.2.0/tensor_convolution.bend as TensorConvolution
Lines 148-153 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=148&end_line=153

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_shape.bend as KernelShape
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/kernel_band_pipeline.bend as BandPipeline
import stelliferous@0.0.2.0/math_activation.bend as Activations

def band_output(~custom: F32 -> F32,+activation: Activations.Activation,+geometry: Geometry,parallel: Bool,input: Bands.Bands(~F32),weights: Storage.Buffer<Tile.Tile8>,bias: Storage.Buffer<F32>,workers: U32) -> Tensors.Tensor<F32>:
  Geometry{+count,batched,KernelShape.Dimensions{ci,+rows,height,width,+kernel,+stride,+padding}} = geometry
  +oh = U32.from_nat(KernelShape.axis_size(height,kernel,stride,padding))
  +ow = U32.from_nat(KernelShape.axis_size(width,kernel,stride,padding))
  Tensors.Banded{BandPipeline.execute(~custom,band_context(geometry,parallel,activation),input,weights,bias),
    Bands.Geometry{count,U32.from_nat(rows),oh,ow},output_shape(batched,count,U32.from_nat(rows),oh,ow),0.0,Tensors.Usable{},workers}

Uses (17):
  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=U32
  https://jend.leeeet.dev/definition.txt?path=Base/base.bend&name=U32.from_nat
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/kernel_band_pipeline.bend&name=execute
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/kernel_shape.bend&name=Dimensions
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/kernel_shape.bend&name=axis_size
  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=Status
  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_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_convolution.bend&name=Geometry
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/tensor_convolution.bend&name=band_context
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/tensor_convolution.bend&name=output_shape