KernelGemmCertificate.run: def of stelliferous@0.0.2.0
Import: import stelliferous@0.0.2.0/proofs/kernel_gemm_certificate.bend as KernelGemmCertificate
Lines 161-168 of stelliferous@0.0.2.0/proofs/kernel_gemm_certificate.bend: https://jend.leeeet.dev/read.txt?path=stelliferous@0.0.2.0/proofs/kernel_gemm_certificate.bend&start_line=161&end_line=168

import Base
import stelliferous@0.0.2.0/kernel_gemm.bend as Gemm
import stelliferous@0.0.2.0/kernel_tile.bend as Tile
import stelliferous@0.0.2.0/traversal_array.bend as Traversal
import stelliferous@0.0.2.0/proofs/storage_witness.bend as Witness

def run(+depth: Nat,+rows: U32,-input: Array<Tile.Tile8>,-weights: Array<Tile.Tile8>,-bias: Array<F32>,-output: Array<F32>,+columns: U32,+inner: U32,+start: U32,+output_columns: U32,
  input_evidence: Witness.ArrayWitness<Tile.Tile8,input>,weight_evidence: Witness.ArrayWitness<Tile.Tile8,weights>,bias_evidence: Witness.ArrayWitness<F32,bias>,
  balanced: Witness.Witness(F32,depth,output)) -> Witness.Witness(F32,depth,Gemm.run_at(rows,input,weights,bias,output,columns,inner,start,output_columns)):
  +count = U32.to_nat(Gemm.job_count(rows,columns))
  +layout = {Gemm.Layout{rows,columns,inner,start,output_columns} : Gemm.Layout}
  -state = {Gemm.Buffers{input,weights,bias,output} : Gemm.Buffers}
  finish(input,weights,bias,depth,Traversal.indexed_fold(~Gemm.Buffers,~Gemm.Layout,~Gemm.step_job,count,0,layout,state),
    traverse(depth,count,0,layout,input,weights,bias,state,input_evidence,weight_evidence,bias_evidence,Evidence{output,{==},balanced}))

Uses (17):
  https://jend.leeeet.dev/definition.txt?path=Base/base.bend&name=Array
  https://jend.leeeet.dev/definition.txt?path=Base/base.bend&name=F32
  https://jend.leeeet.dev/definition.txt?path=Base/base.bend&name=Nat
  https://jend.leeeet.dev/definition.txt?path=Base/base.bend&name=U32
  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_gemm.bend&name=Buffers
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/kernel_gemm.bend&name=Layout
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/kernel_gemm.bend&name=job_count
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/kernel_gemm.bend&name=run_at
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/kernel_gemm.bend&name=step_job
  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/proofs/kernel_gemm_certificate.bend&name=Evidence
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/proofs/kernel_gemm_certificate.bend&name=finish
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/proofs/kernel_gemm_certificate.bend&name=traverse
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/proofs/storage_witness.bend&name=ArrayWitness
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/proofs/storage_witness.bend&name=Witness
  https://jend.leeeet.dev/definition.txt?path=stelliferous@0.0.2.0/traversal_array.bend&name=indexed_fold