Download lean/OAI/Combinatorics/LowSpaceSubsetSum/Word/WordFinalDecision.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 5.68 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Combinatorics/LowSpaceSubsetSum/Word/WordFinalDecision.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Combinatorics/LowSpaceSubsetSum/Word/WordFinalDecision.lean
-
curl -L -o WordFinalDecision.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Combinatorics/LowSpaceSubsetSum/Word/WordFinalDecision.lean
5.68 kB
| import OAI.Combinatorics.LowSpaceSubsetSum.Word.WordMeasuredBounds | |
| import OAI.Combinatorics.LowSpaceSubsetSum.Word.WordInputDescriptor | |
| import OAI.Combinatorics.LowSpaceSubsetSum.Storage.FallbackCells | |
| import OAI.Combinatorics.LowSpaceSubsetSum.Word.WordAddressBounds | |
| namespace OAI | |
| /-! # One input-only algorithm with counted preprocessing and fallback | |
| Finite word tables represent fresh independent draws. Only the entries read | |
| by the sequential generators are consumed; reused draws are in their counted | |
| retained candidate buffers. The input descriptor is computed before the guard. | |
| -/ | |
| noncomputable section | |
| namespace LowSpaceSubsetSum.WordFinalDecision | |
| variable {n : ℕ} | |
| abbrev Words (I : Instance n) := Fin (inputScale I^120) → WordDecisionRound.Words I | |
| def run (T : DecisionThreshold) (I : Instance n) (words : Words I) : (Bool × ℕ) × ℕ := | |
| let d := WordInputDescriptor.run T.value I | |
| let out := if h : d.guard = true then | |
| WordMeasuredDecision.repeated I | |
| (T.large.trans (of_decide_eq_true ((WordInputDescriptor.run_guard T.value I).symm.trans h)).1) | |
| (mainGuard_log (by unfold inputScale; omega) | |
| ((WordInputDescriptor.run_guard T.value I).symm.trans h)) words | |
| else FallbackCells.decision I | |
| ((out.1.1,d.work+out.1.2+3),max d.cells (out.2+8)) | |
| theorem sound (T : DecisionThreshold) (I : Instance n) (words : Words I) | |
| (hy : (run T I words).1.1 = true) : Solvable I := by | |
| dsimp only [run] at hy | |
| split at hy | |
| · exact WordMeasuredDecision.sound I _ _ words hy | |
| · exact (ExactFallback.decision_correct I).mp ((FallbackCells.decision_value I).symm.trans hy) | |
| theorem probability (T : DecisionThreshold) (I : Instance n) (hs : Solvable I) : | |
| (2/3 : ℝ) ≤ (FiniteLaw.uniform : FiniteLaw (Words I)).probability | |
| (fun words => (run T I words).1.1 = true) := by | |
| by_cases hg : (WordInputDescriptor.run T.value I).guard = true | |
| · have hm := (WordInputDescriptor.run_guard T.value I).symm.trans hg | |
| have hn := T.large.trans (of_decide_eq_true hm).1 | |
| have hscale := mainGuard_log (by unfold inputScale; omega : 0 < inputScale I) hm | |
| have he : (fun words : Words I => (run T I words).1.1 = true) = | |
| (fun words => (WordMeasuredDecision.repeated I hn hscale words).1.1 = true) := by | |
| funext words | |
| simp only [run,hg,↓reduceDIte] | |
| rw [he] | |
| exact (WordMeasuredDecision.probability I hn hscale | |
| (T.halfGap n (of_decide_eq_true hm).1) hs).le | |
| · have he : (fun words : Words I => (run T I words).1.1 = true) = (fun _ => True) := by | |
| funext words | |
| simp [run,hg,FallbackCells.decision_value,(ExactFallback.decision_correct I).mpr hs] | |
| rw [he,FiniteLaw.probability_true] | |
| norm_num | |
| theorem rejects (T : DecisionThreshold) (I : Instance n) (hs : ¬Solvable I) | |
| (words : Words I) : (run T I words).1.1 = false := by | |
| apply Bool.eq_false_iff.mpr | |
| exact fun h => hs (sound T I words h) | |
| private theorem overhead (u C H k l : ℕ) (hu : 10000 ≤ u) (hC : 1 ≤ C) (hH : 1 ≤ H) | |
| (hk : 2 ≤ k) (hl : 2 ≤ l) : | |
| 100*u+3 ≤ u^k*H ∧ 100*u+8 ≤ u^l*C := by | |
| have hsmall : 100*u+8 ≤ u^2 := by nlinarith | |
| have ht : u^2 ≤ u^k := Nat.pow_le_pow_right (by omega) hk | |
| have hc : u^2 ≤ u^l := Nat.pow_le_pow_right (by omega) hl | |
| exact ⟨(show 100*u+3 ≤ u^2 by omega).trans (ht.trans (Nat.le_mul_of_pos_right _ hH)), | |
| hsmall.trans (hc.trans (Nat.le_mul_of_pos_right _ hC))⟩ | |
| theorem main_bounds (T : DecisionThreshold) (I : Instance n) | |
| (hm : mainGuard T.value n (inputScale I) = true) (words : Words I) : | |
| (run T I words).1.2 ≤ 2*(inputScale I^624*2^((n+1)/2)) ∧ | |
| (run T I words).2 ≤ 2*writableWordLimit I := by | |
| have hg := (WordInputDescriptor.run_guard T.value I).trans hm | |
| have hn := T.large.trans (of_decide_eq_true hm).1 | |
| have hscale := mainGuard_log (by unfold inputScale; omega : 0 < inputScale I) hm | |
| have hw := WordMeasuredBounds.repeated_work I hn hscale words | |
| have hc := WordMeasuredBounds.repeated_cells I hn hscale words | |
| have hdw := WordInputDescriptor.run_work T.value I | |
| have hdc := WordInputDescriptor.run_cells T.value I | |
| have hO := overhead (inputScale I) (compressionDictionaryCapacity n) (2^((n+1)/2)) 624 15 | |
| (by unfold inputScale; omega) Nat.one_le_two_pow Nat.one_le_two_pow (by decide) (by decide) | |
| unfold run | |
| simp only [hg,↓reduceDIte] | |
| constructor | |
| · omega | |
| · unfold writableWordLimit at hc ⊢ | |
| apply max_le <;> omega | |
| theorem work_fits (T : DecisionThreshold) (I : Instance n) | |
| (hm : mainGuard T.value n (inputScale I) = true) (words : Words I) : | |
| (run T I words).1.2 < 2^wordWidth I := by | |
| have hn := T.large.trans (of_decide_eq_true hm).1 | |
| have hl := mainGuard_log (by unfold inputScale; omega : 0 < inputScale I) hm | |
| have hc := WordExecutionAsymptotics.counter_limit I (by omega) hl | |
| have ht := Nat.mul_lt_mul_of_pos_left hc (by decide : 0 < 2) | |
| rw [←pow_succ'] at ht | |
| exact ((main_bounds T I hm words).1.trans_lt ht).trans_le | |
| (Nat.pow_le_pow_right (by decide) (by unfold wordWidth inputScale; omega)) | |
| theorem cells_fits (T : DecisionThreshold) (I : Instance n) | |
| (hm : mainGuard T.value n (inputScale I) = true) (words : Words I) : | |
| (run T I words).2 < 2^wordWidth I := by | |
| have hn := T.large.trans (of_decide_eq_true hm).1 | |
| have hl := mainGuard_log (by unfold inputScale; omega : 0 < inputScale I) hm | |
| have hc := writableWordLimit_lt_two_pow I (by omega) hl | |
| have ht := Nat.mul_lt_mul_of_pos_left hc (by decide : 0 < 2) | |
| rw [←pow_succ'] at ht | |
| exact ((main_bounds T I hm words).2.trans_lt ht).trans_le | |
| (Nat.pow_le_pow_right (by decide) (by unfold wordWidth inputScale; omega)) | |
| end LowSpaceSubsetSum.WordFinalDecision | |
| end | |
| end OAI | |