Download lean/OAI/Combinatorics/EditApproximation/Coarse/CoarseArrayStorage.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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| import OAI.Combinatorics.EditApproximation.Coarse.CoarseRootBounds | |
| import OAI.Combinatorics.EditApproximation.Coarse.CoarseIndexedInitial | |
| namespace OAI | |
| namespace EditApproximation | |
| namespace BinaryFraction | |
| /-- The stored numerator bits, denominator bits, sign and list links. -/ | |
| def coarseArrayStorage : CoarseBinaryArray → ℕ | |
| | none => 1 | |
| | some cells => 1 + (cells.map fun a => a.numerator.bits.length + a.denominator.length + 3).sum | |
| theorem coarseArrayStorage_le (two : BinaryFraction) (n V D A : ℕ) | |
| (array : CoarseBinaryArray) (h : CoarseBinaryBox two n V D A array) : | |
| coarseArrayStorage array ≤ 1 + n * (2 * A + 3) := by | |
| cases array with | |
| | none => simp only [coarseArrayStorage]; omega | |
| | some cells => | |
| have hw (a : BinaryFraction) (ha : a ∈ cells) : | |
| a.numerator.bits.length + a.denominator.length + 3 ≤ 2 * A + 3 := by | |
| have hab := ((h cells rfl).2 a ha).2.2.2.2 | |
| unfold width at hab | |
| omega | |
| have hsum (values : List BinaryFraction) | |
| (hv : ∀ a ∈ values, a.numerator.bits.length + a.denominator.length + 3 ≤ 2 * A + 3) : | |
| (values.map fun a => a.numerator.bits.length + a.denominator.length + 3).sum ≤ | |
| values.length * (2 * A + 3) := by | |
| induction values with | |
| | nil => simp | |
| | cons a values ih => | |
| have ha := hv a List.mem_cons_self | |
| have ht := ih (fun b hb => hv b (List.mem_cons_of_mem _ hb)) | |
| simp only [List.map_cons, List.sum_cons, List.length_cons, Nat.add_mul, Nat.one_mul] | |
| omega | |
| have hs := hsum cells hw | |
| rw [(h cells rfl).1] at hs | |
| exact Nat.add_le_add_left hs 1 | |
| /-- The actual array immediately before the root lookup. -/ | |
| def coarseRootArray {B d : ℕ} {α : Type*} [DecidableEq α] | |
| (k q L : ℕ) (hB : 0 < B) (hq : 0 < q) (hL : 0 < L) | |
| (frame : List (Option α)) (tree : CoarseSourceTree B α d) | |
| (draws : CoarseThresholdDraws B d) (start : ℕ) : CoarseBinaryArray := | |
| let den := coarseRootDenominator B q L d | |
| let denPos := coarseRootDenominator_pos B q L d hB hq hL | |
| let two := (coarseGridNatWithWork den.1 denPos 2).1 | |
| let allowance := (coarseGridNatWithWork den.1 denPos k).1 | |
| (coarseBinaryEval k q L frame two tree draws allowance start).1 | |
| theorem coarseRootArray_storage {B d : ℕ} {α : Type*} [DecidableEq α] | |
| (k q L N D A : ℕ) (hB : 0 < B) (hq : 0 < q) (hL : 0 < L) | |
| (frame : List (Option α)) (tree : CoarseSourceTree B α d) | |
| (draws : CoarseThresholdDraws B d) (start : ℕ) | |
| (hBbits : Nat.size B + 2 ≤ A) (hqbits : Nat.size q + 2 ≤ A) | |
| (hLbits : Nat.size L + 2 ≤ A) (hNbits : Nat.size N + 2 ≤ A) | |
| (hd : Nat.size (coarseCommonDenominator 1 q L B d) ≤ D) | |
| (hbound : Nat.size (coarseLevelMagnitude N k B d + 2) + 2 * D + 1 ≤ A) | |
| (hstart : start + tree.word.length ≤ N) : | |
| coarseArrayStorage (coarseRootArray k q L hB hq hL frame tree draws start) ≤ | |
| 1 + (2 * k + 1) * (2 * A + 3) := by | |
| let den := coarseRootDenominator B q L d | |
| let denPos := coarseRootDenominator_pos B q L d hB hq hL | |
| let two := (coarseGridNatWithWork den.1 denPos 2).1 | |
| let allowance := (coarseGridNatWithWork den.1 denPos k).1 | |
| have hden := coarseRootDenominator_value B q L d | |
| have hdenLen : den.1.length ≤ D := (coarseRootDenominator_length B q L d).trans_le hd | |
| have htwo : two.value = 2 := coarseGridNatWithWork_value _ _ 2 | |
| have htwoDen : two.representation.den = coarseCommonDenominator 1 q L B d := | |
| (coarseGridNatWithWork_den _ _ 2).trans hden | |
| have hkwidth : Nat.size k + 2 * D + 1 ≤ A := | |
| (Nat.add_le_add_right (Nat.add_le_add_right (Nat.size_le_size | |
| ((coarseLevelMagnitude_ge N k B d).trans (by omega))) _) _).trans hbound | |
| have h2width : Nat.size 2 + 2 * D + 1 ≤ A := | |
| (Nat.add_le_add_right (Nat.add_le_add_right (Nat.size_le_size | |
| (by omega : 2 ≤ coarseLevelMagnitude N k B d + 2)) _) _).trans hbound | |
| have htwocell : CoarseGridCell two two 2 D A := | |
| coarseGridNatWithWork_bounds two den.1 denPos 2 2 D A | |
| (coarseGridNatWithWork_den _ _ 2).symm hdenLen le_rfl h2width | |
| have hacell : CoarseGridCell two allowance k D A := | |
| coarseGridNatWithWork_bounds two den.1 denPos k k D A | |
| (coarseGridNatWithWork_den _ _ 2).symm hdenLen le_rfl hkwidth | |
| have hav : allowance.value = k := coarseGridNatWithWork_value _ _ k | |
| have hpath : allowance.value.den ∣ (L * B * q) ^ 0 := by | |
| simp only [hav, Rat.den_natCast, one_dvd] | |
| have hc := (coarseBinaryEval_bitWork k q L N d D A frame two tree draws hB hq hL htwo | |
| htwocell.2.2.2.2 (by rw [htwoDen]; exact hd) htwoDen hBbits hqbits hLbits hNbits hbound | |
| 0 (by omega) allowance start hacell hpath hstart).1 | |
| exact coarseArrayStorage_le two _ _ D A _ hc | |
| def coarseIndexedRootArray {B d : ℕ} (k q L : ℕ) | |
| (hB : 0 < B) (hq : 0 < q) (hL : 0 < L) (x y : List ℕ) | |
| (draws : CoarseThresholdDraws B d) : CoarseBinaryArray := | |
| let den := coarseRootDenominator B q L d | |
| let denPos := coarseRootDenominator_pos B q L d hB hq hL | |
| let two := (coarseGridNatWithWork den.1 denPos 2).1 | |
| let allowance := (coarseGridNatWithWork den.1 denPos k).1 | |
| (coarseIndexedWithWork k q L (coarseEntryWidth x y) x y two d 0 draws allowance 0).1 | |
| theorem coarseIndexedRootArray_eq {B d : ℕ} (k q L : ℕ) | |
| (hB : 0 < B) (hq : 0 < q) (hL : 0 < L) (x y : List ℕ) | |
| (draws : CoarseThresholdDraws B d) : | |
| coarseIndexedRootArray k q L hB hq hL x y draws = | |
| coarseRootArray k q L hB hq hL | |
| (coarseTargetFrame k (coarsePadTo (coarseEntryWidth x y) y)) | |
| (coarseEntryTree B d x y) draws 0 := by | |
| unfold coarseIndexedRootArray coarseRootArray | |
| dsimp only | |
| rw [coarseIndexedWithWork_value, coarseReadCore_eq k q L (coarseEntryWidth x y) x y | |
| (le_max_left _ _) (le_max_right _ _)] | |
| simp only [Nat.zero_add, coarseReadTree_entry] | |
| end BinaryFraction | |
| end EditApproximation | |
| end OAI | |