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Cost bound for decoding one Fermat-ring residue

Proved
NLogN.decP_cost

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

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

Let P≥1P \ge 1P≥1, 0≤z<24rP+10 \le z < 2^{4rP}+10≤z<24rP+1, and let registers KZ, KB, KN, KR hold zzz, 2P2^P2P, 24rP2^{4rP}24rP, rrr. If P≤QP\le QP≤Q and zsz(r)≤Q\mathrm{zsz}(r) \le Qzsz(r)≤Q, the cost of the decoding program decP from this state is at most 106(r+1)(Q+5)+2⋅105(rP+1)10^6(r+1)(Q+5) + 2\cdot10^5(rP+1)106(r+1)(Q+5)+2⋅105(rP+1).

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
open NLogN
open IntMul IntMul.HvdH IntMul.HvdH.Ref
set_option maxHeartbeats 4000000
Formal statement
theorem NLogN.decP_cost (M : MulSpec) (s : IState HS) (P r Q : ℕ) (hP : 1 ≤ P) (z : ℤ) (hz : 0 ≤ z)
    (hzF : z < 2 ^ (4 * r * P) + 1) (LZ LB LN LR : List Item)
    (hZ : s.G KZ = .int z :: LZ) (hB : s.G KB = .int (2 ^ P) :: LB)
    (hN : s.G KN = .int (2 ^ (4 * r * P)) :: LN) (hR : s.G KR = .int r :: LR)
    (hPQ : P ≤ Q) (hrQ : zsz (r : ℤ) ≤ Q) :
    decP.cost M s ≤ 1000000 * (r + 1) * (Q + 5) + 200000 * (r * P + 1) := 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.decP_cost` of the Lean development NLogN/HDec.lean (lines 847–1028), written for the prove2.me integer-multiplication campaign.

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