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Pointwise products of two residue lists in the Fermat ring

Proved
NLogN.FW.pmL_spec

by xuanji · Oct 13, 2026 · Mathlib 0df444a (Lean v4.33.1)

harvey-van-der-hoeven-tminteger-multiplicationturing-machines

Let A,BA, BA,B be lists of NNN canonical residues modulo 2n+12^n+12n+1, BBB on stack XD and AAA on YC, with registers holding NNN, 2n2^n2n, 2n+12^n+12n+1, and let the multiplication spec MMM multiply (n+1)(n+1)(n+1)-bit integers at cost ≤Φm\le Φ_m≤Φm​. For W≥2n+2W\ge 2n+2W≥2n+2, W≥zsz(N)W \ge \mathrm{zsz}(N)W≥zsz(N), the program pmL replaces BBB by the list of products pmulZ (2^n+1) A B =(aibi mod 2n+1)i= (a_i b_i \bmod 2^n+1)_i=(ai​bi​mod2n+1)i​ and consumes AAA, within cost pmCost N W Φm =N(Φm+110000(W+2))+N(14000(W+2)+30)+8000(W+2)+64= N(Φ_m + 110000(W+2)) + N(14000(W+2)+30) + 8000(W+2)+64=N(Φm​+110000(W+2))+N(14000(W+2)+30)+8000(W+2)+64.

Formalization Note. The machine layer: IState HS is a state with 646464 stacks of items (Item = integer or mark), an input position and an output; RM programs (straight-line register code RS, loops rep, conditionals, calls of the multiplication procedure through a MulSpec MMM giving its domain and cost) have a functional semantics p.run s, a definedness predicate p.ok M s and a cost p.cost M s; Spec M p s s' c abbreviates p.ok M s ∧ p.run s = s' ∧ p.cost M s ≤ c. ints L / gints U push an integer list / a list of pairs as items (head = top); zsz z is the bit length of ∣z∣|z|∣z∣. MulBnd M m Φ says the multiplication procedure accepts all pairs of integers of bit length ≤m\le m≤m at cost ≤Φ\le Φ≤Φ. Register names (GU, CR, KB, XN, …) are fixed stack indices.

Preamble
-- Harvey–van der Hoeven multitape-TM development (NLogN), generated by skeleton subtraction.

import Definitions.Def_IntMul_HvdH_M_Defs4

set_option autoImplicit false
set_option relaxedAutoImplicit false
set_option maxHeartbeats 1000000

set_option linter.unusedSimpArgs false
set_option linter.unusedVariables false
open NLogN
open NLogN.FW
open IntMul IntMul.HvdH NLogN
Formal statement
theorem NLogN.FW.pmL_spec (M : MulSpec) {Φm : ℕ} (n W N : ℕ) (hM : MulBnd M (n + 1) Φm) (s : IState HS)
    (A B : List ℤ) (RD RY LN LXN LXF : List Item) (hAl : A.length = N) (hBl : B.length = N)
    (hAc : Canon (2 ^ n + 1) A) (hBc : Canon (2 ^ n + 1) B) (hX : s.G XD = ints B ++ RD)
    (hY : s.G YC = ints A ++ RY) (hN : s.G NN = .int (N : ℤ) :: LN)
    (hXN : s.G NLogN.FW.XN = .int (2 ^ n) :: LXN) (hXF : s.G XF = .int (2 ^ n + 1) :: LXF)
    (hW : 2 * n + 2 ≤ W) (hNW : zsz (N : ℤ) ≤ W) :
    Spec M pmL s ((s.upd XD (ints (Ref.pmulZ (2 ^ n + 1) A B) ++ RD)).upd YC RY)
      (pmCost N W Φm) := by sorry
Source
D. Harvey, J. van der Hoeven, Integer multiplication in time O(n log n), Ann. of Math. 193 (2021), 563–617 (Theorem 1.1: multitape Turing machine multiplication in O(n log n)). Lemma `NLogN.FW.pmL_spec` of the Lean development NLogN/HFW7.lean (lines 180–253), written for the prove2.me integer-multiplication campaign.

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