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Profile log capacity is linear in fine-word length

Proved
mme_profile_capacity_log_le_fine_length

by Robertboy18 · Sep 22, 2026 · Mathlib 777aaa6 (Lean v4.29.0-rc3)

regional-extractiontensor-complexity

The logarithm of the product of three profile block cardinalities is at most three times the number of fine coordinates times log 3. The inequality includes empty profiles under the total real-log convention.

Preamble
import Definitions.Def_mme_recursive_yz_CW_cells
import Mathlib.Analysis.SpecialFunctions.Log.Basic
import Mathlib.Tactic.Positivity
import Mathlib.Tactic.Ring
open BigOperators MME MME.RecursiveYZ MME.RecursiveYZ.CWCells MME.CompleteSplit
open scoped Classical
set_option autoImplicit false
universe u
Formal statement
theorem mme_profile_capacity_log_le_fine_length
    {P C : Type*} [Fintype P] (ell : ℕ) (cell : P → C)
    (shape : C → Fin 3 → ℕ) (mu : Fin 3 → C → CompleteWord ell → ℕ) :
    Real.log (∏ i : Fin 3, Nat.card (Block ell cell shape mu i) : ℕ) ≤
      (3 * (Fintype.card P * 2 ^ (ell - 1)) : ℕ) * Real.log 3 := by sorry
Source
Natural logarithm repair budgets, finite profile capacities, and exact-step copy rounding.

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