Download lean/OAI/Computability/MinUncut/Estimates/LocalBodyEffectivity.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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6.45 kB
| import Mathlib | |
| import OAI.Computability.MinUncut.Graphs.DemandQueryEffectivity | |
| namespace OAI | |
| section | |
| noncomputable section | |
| namespace MinUncut.Preprocess | |
| open MinUncut.Inner MinUncut.Outer MinUncut.Outer.LocalTemplate MinUncut.FiniteGaussian | |
| open MinUncutGames.Foundations.Hastad.SourceOccurrences UEncoding | |
| open MinUncut.Costed MinUncut.Costed.SourceWords MinUncut.FiniteProof | |
| lemma c_replicate {X : Type} [Primcodable X] : Computable₂ (fun n (x : X)=>List.replicate n x) := by | |
| have hf : Computable₂ (fun (x : X) (_ : ℕ)=>x) := Computable.fst | |
| have hh : Computable (fun p : ℕ × X=>(List.range p.1).map (fun _=>p.2)) := | |
| (c_rangeMap hf).comp Computable.snd Computable.fst | |
| change Computable (fun p : ℕ × X=>List.replicate p.1 p.2) | |
| simpa using hh | |
| attribute [local irreducible] rationalScoreTable MinUncut.FiniteGaussian.midpoint | |
| namespace DemandBody | |
| variable {P : Type} [Primcodable P] {p : P} | |
| variable (t : P → ℕ) (ht : Computable t) (h : ∀p,Fin (t p) → Bool) | |
| variable (hc : Computable (fun p=>(((Encoding.fin (t p)).function Encoding.bool).code (h p)).val)) | |
| variable (m n : P → ℕ) (hm : Computable m) (hn : Computable n) (hnpos : ∀p,0<n p) | |
| variable (g : P → GridData) (hg : Computable g) | |
| def samples := ((Weights.localSamples t ht h hc m n hm hn hnpos g hg).prod (tests P)).prod | |
| (Alphabet.positionsList t ht) | |
| def bodyQuery (σ η : ℚ) (x : (LocalSample (Alphabet (h p)) (m p) (n p) (g p) × Test) × (Fin (t p) → Fin 3)) := | |
| query (h p) x.1.1.1 x.1.1.2.1 x.1.1.2.2.1 | |
| (rationalScoreTable σ η (fun i=>midpoint (g p).T (g p).L (x.1.1.2.2.2 i))) x.1.2 | |
| lemma map_bodyScores (σ η : P → ℚ) (hσ : Computable σ) (hη : Computable η) : | |
| (samples t ht h hc m n hm hn hnpos g hg).Map | |
| ((Grid.indices m n hm hn hnpos).function UEncoding.bool) | |
| (fun p x=>rationalScoreTable (σ p) (η p) (fun i=>midpoint (g p).T (g p).L (x.1.1.2.2.2 i))) := by | |
| let s:=Weights.localSamples t ht h hc m n hm hn hnpos g hg | |
| let c:=(s.prod (tests P)).prod (Alphabet.positionsList t ht) | |
| have hs : c.Map s (fun _ x=>x.1.1) := (map_fst _ _).first | |
| have hq : c.Map (Grid.samples m n hm hn hnpos g hg) (fun _ x=>x.1.1.2.2.2) := | |
| map_comp (map_comp (map_comp hs (map_snd _ _)) (map_snd _ _)) (map_snd _ _) | |
| have htable : (Grid.samples m n hm hn hnpos g hg).Map | |
| ((Grid.indices m n hm hn hnpos).function UEncoding.bool) | |
| (fun p q=>rationalScoreTable (σ p) (η p) (fun i=>midpoint (g p).T (g p).L (q i))) := | |
| map_lambda (Grid.map_scoreTable m n hm hn hnpos g hg σ η hσ hη) | |
| exact map_comp (a:=c) (b:=Grid.samples m n hm hn hnpos g hg) | |
| (c:=(Grid.indices m n hm hn hnpos).function UEncoding.bool) | |
| (f:=fun _ x=>x.1.1.2.2.2) | |
| (g:=fun p q=>rationalScoreTable (σ p) (η p) (fun i=>midpoint (g p).T (g p).L (q i))) hq htable | |
| lemma map_bodyQuery (σ η : P → ℚ) (hσ : Computable σ) (hη : Computable η) : | |
| (samples t ht h hc m n hm hn hnpos g hg).Map (Queries.queries t ht h hc) | |
| (fun p x=>bodyQuery t h m n g (σ p) (η p) x) := by | |
| let s:=Weights.localSamples t ht h hc m n hm hn hnpos g hg | |
| let c:=(s.prod (tests P)).prod (Alphabet.positionsList t ht) | |
| let ar:=Alphabet.arrays t ht h hc m n hm hn hnpos | |
| have hs : c.Map s (fun _ x=>x.1.1) := (map_fst _ _).first | |
| have hB : c.Map ar (fun _ x=>x.1.1.1) := map_comp hs (map_fst _ _) | |
| have hC : c.Map ar (fun _ x=>x.1.1.2.1) := map_comp (map_comp hs (map_snd _ _)) (map_fst _ _) | |
| have hz : c.Map (Face.codes m n hm hn hnpos) (fun _ x=>x.1.1.2.2.1) := | |
| map_comp (map_comp (map_comp hs (map_snd _ _)) (map_snd _ _)) (map_fst _ _) | |
| have hj : c.Map (tests P) (fun _ x=>x.1.2) := (map_snd _ _).first | |
| exact Queries.map_query t ht h hc m n hm hn hnpos hB hC hz | |
| (map_bodyScores t ht h hc m n hm hn hnpos g hg σ η hσ hη) hj | |
| lemma out_bodyExpressions (σ η : P → ℚ) (hσ : Computable σ) (hη : Computable η) : | |
| (samples t ht h hc m n hm hn hnpos g hg).Out (fun p x=> | |
| ([leftExpr (bodyQuery t h m n g (σ p) (η p) x) x.2, | |
| rightExpr (bodyQuery t h m n g (σ p) (η p) x) x.2, | |
| signExpr (bodyQuery t h m n g (σ p) (η p) x) x.2]).map (fun e=>e.program.code)) := | |
| Syntax.out_queryExpressions t ht h hc (map_bodyQuery t ht h hc m n hm hn hnpos g hg σ η hσ hη) | |
| (map_snd _ _) | |
| lemma out_bodyWeight (a : P → ℚ) (ha : Computable a) | |
| (b : P → Test → ℚ) (hb : (tests P).Out (fun p j=>b p j)) : | |
| (samples t ht h hc m n hm hn hnpos g hg).Out | |
| (fun p x=>localWeight (g p) (a p) (b p x.1.2) x.1.2 x.1.1) := by | |
| have hw:=(Weights.out_localWeight t ht h hc m n hm hn hnpos g hg a (fun _=>1) ha (ca_const 1)).first (b:=Alphabet.positionsList t ht) | |
| have hj : (samples t ht h hc m n hm hn hnpos g hg).Map (tests P) (fun _ x=>x.1.2) := | |
| (map_snd _ _).first | |
| have hbud:=hb.comp hj | |
| apply (hw.ratDiv hbud).ofEq | |
| intro p x | |
| simp only [localWeight,div_one] | |
| lemma out_bodyRepetitions (a : P → ℚ) (ha : Computable a) | |
| (b : P → Test → ℚ) (hb : (tests P).Out (fun p j=>b p j)) : | |
| (samples t ht h hc m n hm hn hnpos g hg).Out (fun p x=> | |
| multiplicity (innerDenominator (t p) (m p) (n p) (g p) (a p) (b p)) | |
| (localWeight (g p) (a p) (b p x.1.2) x.1.2 x.1.1)) := by | |
| have hw := out_bodyWeight t ht h hc m n hm hn hnpos g hg a ha b hb | |
| have hd := out_const (samples t ht h hc m n hm hn hnpos g hg) | |
| (Denominator.c_innerDenominator t m n ht hm hn hnpos g hg a ha b hb) | |
| exact ((hw.map primrec_ratNum.to_comp).map primrec_intToNat.to_comp).map₂ | |
| (hd.map₂ (hw.map primrec_ratDen.to_comp) Primrec.nat_div.to_comp) Primrec.nat_mul.to_comp | |
| lemma out_repeatedExpressions (a : P → ℚ) (ha : Computable a) | |
| (b : P → Test → ℚ) (hb : (tests P).Out (fun p j=>b p j)) | |
| (σ η : P → ℚ) (hσ : Computable σ) (hη : Computable η) : | |
| (samples t ht h hc m n hm hn hnpos g hg).Out (fun p x=> | |
| (List.replicate (multiplicity (innerDenominator (t p) (m p) (n p) (g p) (a p) (b p)) | |
| (localWeight (g p) (a p) (b p x.1.2) x.1.2 x.1.1)) | |
| (([leftExpr (bodyQuery t h m n g (σ p) (η p) x) x.2, | |
| rightExpr (bodyQuery t h m n g (σ p) (η p) x) x.2, | |
| signExpr (bodyQuery t h m n g (σ p) (η p) x) x.2]).map (fun e=>e.program.code))).flatten) := by | |
| exact ((out_bodyRepetitions t ht h hc m n hm hn hnpos g hg a ha b hb).map₂ | |
| (out_bodyExpressions t ht h hc m n hm hn hnpos g hg σ η hσ hη) | |
| c_replicate).map Primrec.list_flatten.to_comp | |
| end DemandBody | |
| end MinUncut.Preprocess | |
| end | |
| end | |
| end OAI | |