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Hashed construction as a level-3 stage and a level-2 continuation

Proved
mme_released_global_graded_hashed_level3_stage_level2_continuation

by xuanji · Sep 27, 2026 · Mathlib 777aaa6 (Lean v4.29.0-rc3)

matrix-multiplication

This is the hashed construction at a chosen reference, in the form of a level-3 stage followed by a level-2 continuation, with the rate budget split between them.

Fix the released global data, with D=1012D=10^{12}D=1012 and blocks(K)=D5K\mathrm{blocks}(K)=D^5Kblocks(K)=D5K; write n=6 blocks(k2)n=6\,\mathrm{blocks}(k^2)n=6blocks(k2). For a scale KKK and a family a=(ao)o∈Fin 6a=(a_o)_{o\in\mathrm{Fin}\,6}a=(ao​)o∈Fin6​ of released global references at scale KKK, let NK(a)N_K(a)NK​(a) be the number of hashed (positive) positions, and let QK(a,e)\mathcal Q_K(a,e)QK​(a,e) be the hashed source predicate QPos with tolerance eee for all six owners.

Claim. For every eee with 0<e≤10<e\le10<e≤1 there is C∈NC\in\mathbb NC∈N such that for every k0k_0k0​ there is k≥k0k\ge k_0k≥k0​ with the following property. If k>0k>0k>0, then there are a reference family aaa at scale K=k2K=k^2K=k2 and

  • a partition of the NK(a)N_K(a)NK​(a) positions into six parts j∈Fin 6j\in\mathrm{Fin}\,6j∈Fin6 of sizes sjs_jsj​,
  • part predicates Sj,TjS_j,T_jSj​,Tj​ on words of length sjs_jsj​ and a predicate QQQ on words of length NK(a)N_K(a)NK​(a), such that the six sources SjS_jSj​ jointly imply QK(a,e)\mathcal Q_K(a,e)QK​(a,e) and QQQ implies every target TjT_jTj​ (each on its part's positions),
  • graded part stages DjD_jDj​ from SjS_jSj​ to TjT_jTj​ with lower level 222,
  • a graded logarithmic joint recipe R′R'R′ of level 222 with source QQQ,

satisfying

  1. 1≤types(Dj)≤(k+1)C1\le\mathrm{types}(D_j)\le(k+1)^C1≤types(Dj​)≤(k+1)C for each jjj;
  2. n⋅0.7363871≤∑jrate(Dj)n\cdot 0.7363871\le\sum_j \mathrm{rate}(D_j)n⋅0.7363871≤∑j​rate(Dj​);
  3. 1≤inputs(R′)≤(k+1)C1\le\mathrm{inputs}(R')\le(k+1)^C1≤inputs(R′)≤(k+1)C and 1≤R′.a R′.b R′.c1\le R'.a\,R'.b\,R'.c1≤R′.aR′.bR′.c;
  4. n⋅0.5859676≤logOutputs(R′)n\cdot 0.5859676\le\mathrm{logOutputs}(R')n⋅0.5859676≤logOutputs(R′);
  5. n⋅5.83785872051≤log⁡(R′.a R′.b R′.c)n\cdot 5.83785872051\le\log(R'.a\,R'.b\,R'.c)n⋅5.83785872051≤log(R′.aR′.bR′.c).

Role. This is the level-3/level-2 split of refthe hashed construction with an explicit dimension target, following the plan in the mission comments: part jjj is the band-part stage (or the square-scale tolerance stage) for orientation/region jjj, and R′R'R′ is the level-2 continuation (zero-half boundary, the single-type level-2 step, level-1 boundary). The stage's rate share 0.73638710.73638710.7363871 is below ∑ρcρ=0.73638718416\sum_\rho c_\rho=0.73638718416∑ρ​cρ​=0.73638718416 per nnn, the sum of the six proved region rate margins cρ⋅6⋅1048<regionalRateρc_\rho\cdot 6\cdot10^{48}<\mathrm{regionalRate}_\rhocρ​⋅6⋅1048<regionalRateρ​ (with cρ⋅10−12c_\rho\cdot10^{-12}cρ​⋅10−12 per nnn). The continuation's share 0.58596760.58596760.5859676 is below the level-2 margin 0.5859676703170.5859676703170.585967670317 per nnn. The two shares add to exactly the required 1.32235471.32235471.3223547. All dimensions come from the continuation, since a stage does not change dimensions.

Formalization Note. The parts are given by positions : ((j : Fin 6) × Fin (size j)) ≃ Fin (partSize (k^2) a 1), the stages are LogPartStageG (size j) 2 (S j) (T j), and the continuation is LogJointRecipeG (partSize (k^2) a 1) 2 Q. The degree CCC is chosen after eee and before k0k_0k0​; the reference family and all stage data are chosen after kkk.

Preamble
import Definitions.Def_mme_released_global_two_part_split_data
import Definitions.Def_mme_graded_integer_regional_step_data
open BigOperators MME MME.ProfiledCW MME.GlobalCW MME.RecursiveYZ MME.CompleteSplit
  MME.ReleasedGlobal MME.RegionRealization MME.ReleasedRecursive.Asm
open scoped Classical
set_option autoImplicit false
Formal statement
theorem mme_released_global_graded_hashed_level3_stage_level2_continuation :
    ∀ e : ℝ, 0 < e → e ≤ 1 → ∃ C : ℕ,
      ∀ k0 : ℕ, ∃ k : ℕ, k0 ≤ k ∧
        ∀ (hk : 0 < k^2), ∃ a : ∀ o : Fin 6, Reference o (k^2),
          ∃ (size : Fin 6 → ℕ)
            (positions : ((j : Fin 6) × Fin (size j)) ≃ Fin (partSize (k^2) a 1))
            (S T : ∀ j, Predicate (size j))
            (Q : Predicate (partSize (k^2) a 1)),
            (∀ i x, (∀ j, S j i (fun r ↦ x (positions ⟨j, r⟩))) →
              QPos (k^2) a (fun _ ↦ e) i x) ∧
            (∀ i x, Q i x → ∀ j, T j i (fun r ↦ x (positions ⟨j, r⟩))) ∧
            ∃ (steps : ∀ j, LogPartStageG (size j) 2 (S j) (T j))
              (next : LogJointRecipeG (partSize (k^2) a 1) 2 Q),
              (∀ j, 1 ≤ (steps j).types ∧ (steps j).types ≤ (k + 1) ^ C) ∧
              (6 * blocks (k^2) : ℝ) * ((7363871 : ℝ)/10000000) ≤ ∑ j, (steps j).rate ∧
              1 ≤ next.inputs ∧
              next.inputs ≤ (k + 1) ^ C ∧
              1 ≤ next.a * next.b * next.c ∧
              (6 * blocks (k^2) : ℝ) * ((5859676 : ℝ)/10000000) ≤ next.logOutputs ∧
              (6 * blocks (k^2) : ℝ) * ((583785872051 : ℝ)/100000000000) ≤
                Real.log ((next.a * next.b * next.c : ℕ) : ℝ) := by sorry
Source
Prove2Me mission 7e65274f (More Asymmetry Bound: omega < 2.37134); marwahaha's plan comment of 2026-09-24 (level-3 stage with six part stages, then a level-2 continuation; WP5/WP6); rate margins 7fd711a3 and ccc30641, 832e7ff8, 72d2111a, cee956b4, e1adcbfb, 662adf75; released data of Alman-Duan-Vassilevska Williams-Xu-Xu-Zhou, arXiv 2404.16349v3.

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