Download lean/OAI/Combinatorics/EditApproximation/Queries/QueryGridCost.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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3.27 kB
| import OAI.Combinatorics.EditApproximation.Queries.QueryInitialSupport | |
| import OAI.Combinatorics.EditApproximation.Binary.BinaryLocalRepresentativeWork | |
| namespace OAI | |
| /-! A scale guard bounds the number of grid points even when the center | |
| radius is as large as the input. These bounds include construction of | |
| all points, before subsequent eligibility filtering. -/ | |
| namespace EditApproximation | |
| theorem queryGridSpacing_count (P b radius K : ℕ) (hP : 0 < P) (hr : radius ≤ K * b) : | |
| 2 * radius / seedGridSpacing b P + 2 ≤ 4 * K * P + 2 := by | |
| have hg : 0 < seedGridSpacing b P := by unfold seedGridSpacing; omega | |
| have hq : b / P ≤ seedGridSpacing b P := le_max_right _ _ | |
| have hdiv := Nat.lt_mul_div_succ b hP | |
| have hb : b ≤ 2 * P * seedGridSpacing b P := by nlinarith only [hq, hdiv, hg] | |
| have hn : 2 * radius ≤ 4 * K * P * seedGridSpacing b P := by | |
| nlinarith only [hr, Nat.mul_le_mul_left (2 * K) hb] | |
| have hfloor := Nat.div_mul_le_self (2 * radius) (seedGridSpacing b P) | |
| nlinarith only [hfloor, hn, hg] | |
| def queryGridPointsWithWork {n : ℕ} (P b radius : ℕ) (q : TargetInterval n) : | |
| List (TargetInterval n) × ℕ := | |
| let spacing := seedGridSpacingWithWork b P | |
| let points := gridStateBoxWithWork n (bitWordValue spacing.1) radius q.lo q.hi | |
| (points.1, spacing.2 + points.2 + 1) | |
| def queryGridPointsBitBudget (P K B : ℕ) : ℕ := | |
| 100 * (B + 2) ^ 2 + gridStateBoxBitBudget (4 * K * P + 2) (B + 1) + 1 | |
| theorem queryGridPointsWithWork_bounds {n : ℕ} (P b radius K B : ℕ) (q : TargetInterval n) | |
| (hP : 0 < P) (hPb : Nat.size P ≤ B) (hb : Nat.size b ≤ B) | |
| (hr : Nat.size radius ≤ B) (hn : Nat.size n ≤ B) (hcount : radius ≤ K * b) : | |
| (queryGridPointsWithWork P b radius q).1.length ≤ (4 * K * P + 2) ^ 2 ∧ | |
| (queryGridPointsWithWork P b radius q).2 ≤ queryGridPointsBitBudget P K B := by | |
| let spacing := seedGridSpacingWithWork b P | |
| have hs := seedGridSpacingWithWork_bounds b P B hb hPb | |
| have hp := seedGridSpacingWithWork_pos b P hP | |
| have hsp : Nat.size (bitWordValue spacing.1) ≤ B + 1 := | |
| (Nat.size_le.mpr (bitWordValue_lt_pow_length spacing.1)).trans hs.1 | |
| have hc := queryGridSpacing_count P b radius K hP hcount | |
| have hv : bitWordValue spacing.1 = seedGridSpacing b P := seedGridSpacingWithWork_value b P hP | |
| have hgc := gridStateBoxWithWork_cost n (bitWordValue spacing.1) radius q.lo q.hi (B + 1) | |
| hp (by omega) hsp (by omega) | |
| ((Nat.size_le_size (q.ordered.trans q.valid)).trans (by omega)) | |
| ((Nat.size_le_size q.valid).trans (by omega)) | |
| rw [hv] at hgc | |
| have hgc' := hgc.trans (gridStateBoxBitBudget_mono_count _ _ (B + 1) hc) | |
| have hlength : (gridStateBoxWithWork n (bitWordValue spacing.1) radius q.lo q.hi).1.length ≤ | |
| (4 * K * P + 2) ^ 2 := by | |
| rw [gridStateBoxWithWork_value _ _ _ _ _ hp, hv] | |
| exact (localTargetStates_length_le (by unfold seedGridSpacing; omega) q).trans | |
| (Nat.pow_le_pow_left hc 2) | |
| have hcost : spacing.2 + | |
| (gridStateBoxWithWork n (bitWordValue spacing.1) radius q.lo q.hi).2 + 1 ≤ | |
| queryGridPointsBitBudget P K B := by | |
| rw [hv] | |
| exact Nat.add_le_add_right (Nat.add_le_add hs.2 hgc') 1 | |
| simpa only [queryGridPointsWithWork, spacing] using And.intro hlength hcost | |
| end EditApproximation | |
| end OAI | |