Download lean/OAI/Combinatorics/LowSpaceSubsetSum/Word/WordLayoutPreparation.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 3.51 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Combinatorics/LowSpaceSubsetSum/Word/WordLayoutPreparation.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Combinatorics/LowSpaceSubsetSum/Word/WordLayoutPreparation.lean
-
curl -L -o WordLayoutPreparation.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Combinatorics/LowSpaceSubsetSum/Word/WordLayoutPreparation.lean
3.51 kB
| import OAI.Combinatorics.LowSpaceSubsetSum.Word.WordSeedPreparedBind | |
| import OAI.Combinatorics.LowSpaceSubsetSum.Storage.LayoutPreparationCells | |
| namespace OAI | |
| /-! # Computing layout-dependent sampling parameters from a stored seed | |
| The mixer counts, order and prime widths are obtained by the counted stored | |
| preparation. They are not evaluated implicitly while selecting a sampler. | |
| -/ | |
| noncomputable section | |
| namespace LowSpaceSubsetSum.WordLayoutPreparation | |
| variable {n : ℕ} | |
| abbrev Layout (I : Instance n) := | |
| WordSeedMeasured.Accepted (canonicalRepresentationData I).zeroSetup.layoutCoupling | |
| abbrev Prepared (I : Instance n) (a : Layout I) := | |
| {d : RepresentationLayoutPreparation.Data n // | |
| (LayoutPreparationCells.run I a.seed.val).1.1 = some d} | |
| theorem source (I : Instance n) (a : Layout I) : | |
| (canonicalRepresentationData I).zeroSetup.layoutCoupling.bounded a.seed.val = some a.value := | |
| (WordSeedRealization.successful_agrees a.seed).trans (congrArg some a.correct.symm) | |
| theorem exists_data (I : Instance n) (a : Layout I) : Nonempty (Prepared I a) := by | |
| obtain ⟨d,hd,_⟩ := RepresentationLayoutPreparation.complete | |
| (canonicalRepresentationData I) a.seed.val a.value.1 a.value.2 (source I a) | |
| exact ⟨⟨d,(congrArg Prod.fst (LayoutPreparationCells.value I a.seed.val)).trans hd⟩⟩ | |
| def compute (I : Instance n) (a : Layout I) : (Prepared I a × ℕ) × ℕ := | |
| let out := LayoutPreparationCells.run I a.seed.val | |
| match h : out.1.1 with | |
| | none => False.elim (by | |
| obtain ⟨d⟩ := exists_data I a | |
| cases h.symm.trans d.property) | |
| | some d => ((⟨d,h⟩,out.1.2+1),out.2+8) | |
| theorem fields (I : Instance n) (a : Layout I) (d : Prepared I a) : | |
| (∀ i : Fin n, d.val.permutation[i.val] = a.value.1 i) ∧ | |
| (∀ i : Fin 4, d.val.parameters.widths[i.val] = | |
| (canonicalRepresentationData I).zeroSetup.samplerPrimeWidths a.value i) := by | |
| have hd := (congrArg Prod.fst (LayoutPreparationCells.value I a.seed.val)).symm.trans d.property | |
| obtain ⟨e,he,hv,_,hw⟩ := RepresentationLayoutPreparation.value | |
| (canonicalRepresentationData I) a.seed.val d.val hd | |
| have heq : (e,d.val.signs.semantic) = a.value := Option.some.inj (he.symm.trans (source I a)) | |
| constructor | |
| · intro i | |
| have hi := congrArg (fun z => z.1 i) heq | |
| exact (hv i).trans hi | |
| · intro i | |
| exact (hw i).trans (congrArg | |
| (fun z => (canonicalRepresentationData I).zeroSetup.samplerPrimeWidths z i) heq) | |
| theorem work (I : Instance n) (hn : 10000 ≤ n) (a : Layout I) : | |
| (compute I a).1.2 ≤ n*n^3+10*(n+1)^2+4*n+7+ | |
| inputScale I^6*2^mixerSize n := by | |
| have hw := RepresentationLayoutPreparation.work (canonicalRepresentationData I) hn a.seed.val | |
| change (RepresentationLayoutPreparation.run (canonicalRepresentationData I) a.seed.val).2 ≤ | |
| n*n^3+10*(n+1)^2+4*n+6+inputScale I^6*2^mixerSize n at hw | |
| have hv := congrArg Prod.snd (LayoutPreparationCells.value I a.seed.val) | |
| rw [←hv] at hw | |
| obtain ⟨d⟩ := exists_data I a | |
| unfold compute | |
| dsimp only | |
| split | |
| next h => cases h.symm.trans d.property | |
| · dsimp only | |
| omega | |
| theorem cells (I : Instance n) (hn : 10000 ≤ n) (a : Layout I) : | |
| (compute I a).2 ≤ inputScale I^10*(compressionDictionaryCapacity n+1)+8 := by | |
| have hc := LayoutPreparationCells.cells I hn a.seed.val | |
| obtain ⟨d⟩ := exists_data I a | |
| unfold compute | |
| dsimp only | |
| split | |
| next h => cases h.symm.trans d.property | |
| · dsimp only | |
| omega | |
| end LowSpaceSubsetSum.WordLayoutPreparation | |
| end | |
| end OAI | |