Download lean/OAI/GroupTheory/SimpleOvergroups/ContextualCompiler.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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| import Mathlib | |
| import OAI.Computability.FiniteCompiler.TapeFolding | |
| import OAI.GroupTheory.SimpleOvergroups.BoundedFamilyTests | |
| import OAI.GroupTheory.SimpleOvergroups.CommonCompiler | |
| import OAI.GroupTheory.SimpleOvergroups.DoubleEffective | |
| import OAI.GroupTheory.SimpleOvergroups.FamilyProgram | |
| import OAI.GroupTheory.SimpleOvergroups.EffectiveFamilies | |
| namespace OAI | |
| namespace SimpleFInftyOvergroups.ContextualEncoding.Source | |
| noncomputable section | |
| open FiniteAlgebraicEnvelopes Bootstrap Compiler Compiler.Simulator MachineRealization | |
| open BoundedEncoding NamedAction | |
| open scoped Classical Compiler.HeadCodec | |
| abbrev Sigma := ThreeCodes.Alphabet | |
| def rel (a b : Sigma) : Prop := Encodable.encode a < Encodable.encode b | |
| local instance : DecidableRel rel := fun _ _ => inferInstanceAs (Decidable (_ < _)) | |
| local instance : Std.Trichotomous rel := ⟨fun a b hab hba => by | |
| apply Encodable.encode_injective | |
| change ¬Encodable.encode a < Encodable.encode b at hab | |
| change ¬Encodable.encode b < Encodable.encode a at hba | |
| omega⟩ | |
| theorem wf_rel : WellFounded rel := InvImage.wf Encodable.encode Nat.lt_wfRel.wf | |
| theorem primrec_shortlex : PrimrecRel (List.Shortlex rel) := by | |
| let ord : LinearOrder Sigma := LinearOrder.lift' Encodable.encode Encodable.encode_injective | |
| exact @Search.primrec_shortlex _ _ _ ord ⟨inferInstance, Primrec.dom_finite _⟩ | |
| def raw (n : ℕ) (w : List Sigma) : Part (List Sigma) := | |
| WordProgramming.eval ((Encodable.decode n : Option Nat.Partrec.Code).getD .zero) w | |
| theorem raw_encode (c : Nat.Partrec.Code) : raw (Encodable.encode c) = WordProgramming.eval c := by | |
| funext w | |
| simp [raw] | |
| theorem partrec_raw : Partrec₂ raw := | |
| WordProgramming.partrec_eval.comp | |
| (Primrec.option_getD.comp (Primrec.decode.comp Primrec.fst) (Primrec.const .zero)).to_comp Computable.snd | |
| abbrev terminalAlphabet {Γ : Type*} (A : Alphabet (Sigma ⊕ Unit) Γ) := | |
| UniversalMachine.restrict (ParameterMachine.alphabet A) | |
| abbrev terminalMachine {Γ Q : Type*} [DecidableEq Γ] (A : Alphabet (Sigma ⊕ Unit) Γ) (M : Machine Q Γ) (n : ℕ) := | |
| ParameterMachine.machine A M (.inr ()) n | |
| structure Family where | |
| Γ : Type | |
| Q : Type | |
| [finiteΓ : Fintype Γ] | |
| [finiteQ : Fintype Q] | |
| [decΓ : DecidableEq Γ] | |
| [decQ : DecidableEq Q] | |
| [codeΓ : Primcodable Γ] | |
| [codeQ : Primcodable Q] | |
| A : Alphabet (Sigma ⊕ Unit) Γ | |
| M : Machine Q Γ | |
| decode : ∀ g a, (terminalAlphabet A).output g = some a → g = (terminalAlphabet A).input a | |
| realizes : ∀ n, Word.Realizes (terminalAlphabet A) (terminalMachine A M n) (raw n) | |
| attribute [instance] Family.finiteΓ Family.finiteQ Family.decΓ Family.decQ Family.codeΓ Family.codeQ | |
| theorem exists_family : Nonempty Family := by | |
| obtain ⟨Γ,Q,hΓ,hQ,dΓ,A,M,hd,hr⟩ := UniversalMachine.exists_parameter_machine partrec_raw | |
| let : Fintype Γ := hΓ | |
| let : Fintype Q := hQ | |
| let : DecidableEq Γ := dΓ | |
| let : Primcodable Γ := Effect.finitePrimcodable Γ | |
| let : Primcodable Q := Effect.finitePrimcodable Q | |
| exact ⟨⟨Γ,Q,A,M,UniversalMachine.restrict_decode (ParameterMachine.alphabet A) | |
| (ParameterMachine.output_decode A hd),hr⟩⟩ | |
| def family : Family := exists_family.some | |
| variable {G : Type*} [Group G] {k : ℕ} (s : Fin k → G) | |
| variable {Γ Q P₁ P₂ : Type} [Fintype Γ] [Fintype Q] [DecidableEq Γ] [DecidableEq Q] | |
| [Primcodable Γ] [Primcodable Q] [Primcodable P₁] [Primcodable P₂] [Finite P₁] [Finite P₂] | |
| variable (A : Alphabet (Sigma ⊕ Unit) Γ) (M : Machine Q Γ) | |
| local instance : Primcodable (ZMod 2) := Effect.finitePrimcodable _ | |
| local instance : Primcodable (ZMod 3) := Effect.finitePrimcodable _ | |
| abbrev Syntax := CommonCompiler.Letter Sigma Γ Q | |
| abbrev Acting := EffectiveNames.Double.G₂ P₁ P₂ (ZMod 2) (Syntax (Γ:=Γ) (Q:=Q)) 7 | |
| abbrev Points := EffectiveNames.Double.X₂ P₁ P₂ (ZMod 2) (Syntax (Γ:=Γ) (Q:=Q)) 7 | |
| local instance : Primcodable (Syntax (Γ:=Γ) (Q:=Q)) := inferInstance | |
| local instance : Primcodable (Acting (Γ:=Γ) (Q:=Q) (P₁:=P₁) (P₂:=P₂)) := inferInstance | |
| local instance : Primcodable (Points (Γ:=Γ) (Q:=Q) (P₁:=P₁) (P₂:=P₂)) := inferInstance | |
| abbrev ops := EffectiveNames.Double.operations (P₁:=P₁) (P₂:=P₂) (k₀:=ZMod 2) (n:=7) | |
| (Word.grade (S:=Sigma) (Γ:=Bool × Γ) (Q:=ParameterCode.Control Q)) | |
| abbrev Symbols (k : ℕ) : Fin 3 → Type _ | |
| | 0 => Fin k × Bool | |
| | 1 => ProductFamily.Letter (Syntax (Γ:=Γ) (Q:=Q)) | |
| | 2 => NamedAction.Letter (Acting (Γ:=Γ) (Q:=Q) (P₁:=P₁) (P₂:=P₂)) | |
| (Points (Γ:=Γ) (Q:=Q) (P₁:=P₁) (P₂:=P₂)) | |
| abbrev Keys (k : ℕ) : Fin 3 → Type _ | |
| | 0 => List (Fin k × Bool) | |
| | 1 => ProductFamily.Key (Syntax (Γ:=Γ) (Q:=Q)) | |
| | 2 => List ℕ × (ℕ × ℕ) × List ℕ | |
| local instance (i : Fin 3) : Primcodable (Symbols (Γ:=Γ) (Q:=Q) (P₁:=P₁) (P₂:=P₂) k i) := | |
| match i with | |
| | 0 => inferInstance | |
| | 1 => inferInstance | |
| | 2 => inferInstance | |
| local instance (i : Fin 3) : Primcodable (Keys (Γ:=Γ) (Q:=Q) k i) := | |
| match i with | |
| | 0 => inferInstance | |
| | 1 => inferInstance | |
| | 2 => inferInstance | |
| def cost : (i : Fin 3) → Symbols (Γ:=Γ) (Q:=Q) (P₁:=P₁) (P₂:=P₂) k i → ℕ | |
| | 0 => fun _ => 0 | |
| | 1 => ProductFamily.cost (Path.letterGrade Word.gradeCell) | |
| | 2 => (ops (Γ:=Γ) (Q:=Q) (P₁:=P₁) (P₂:=P₂)).letterCost | |
| def code (i : Fin 3) := ThreeCodes.code i (cost (Γ:=Γ) (Q:=Q) (P₁:=P₁) (P₂:=P₂) (k:=k) i) | |
| def search (i : Fin 3) := ThreeCodes.search i (cost (Γ:=Γ) (Q:=Q) (P₁:=P₁) (P₂:=P₂) (k:=k) i) | |
| omit [Finite P₁] [Finite P₂] in | |
| theorem primrec_cost (i : Fin 3) : Primrec (cost (Γ:=Γ) (Q:=Q) (P₁:=P₁) (P₂:=P₂) (k:=k) i) := by | |
| fin_cases i | |
| · exact Primrec.const 0 | |
| · exact ProductFamily.primrec_cost (A:=Syntax (Γ:=Γ) (Q:=Q)) | |
| (CommonCompiler.primrec_letterGrade (T:=Sigma) (Γ:=Γ) (Q:=Q)) | |
| · exact EffectiveNames.Double.primrec_cost (P₁:=P₁) (P₂:=P₂) (k₀:=ZMod 2) (n:=7) | |
| (Word.grade (S:=Sigma) (Γ:=Bool × Γ) (Q:=ParameterCode.Control Q)) | |
| (CommonCompiler.primrec_grade (T:=Sigma) (Γ:=Γ) (Q:=Q)) | |
| variable (e₁ : P₁ → EffectiveNames.Enlargement.Coeff.Name (ZMod 2)) | |
| (e₂ : P₂ → EffectiveNames.Enlargement.Coeff.Name (ZMod 3)) | |
| def normal (n : ℕ) (w : List (Syntax (Γ:=Γ) (Q:=Q))) : Part (List (Syntax (Γ:=Γ) (Q:=Q))) := | |
| CommonCompiler.service A M (.inr ()) (terminalAlphabet A) (fun x => raw x.1 x.2) (n,w) | |
| theorem partrec_normal : Partrec₂ (normal A M) := | |
| CommonCompiler.partrec_service A M (.inr ()) (terminalAlphabet A) partrec_raw | |
| def test : (i : Fin 3) → ℕ → List (Symbols (Γ:=Γ) (Q:=Q) (P₁:=P₁) (P₂:=P₂) k i) → | |
| Part (Option (Keys (Γ:=Γ) (Q:=Q) k i)) | |
| | 0 => fun _ => GroupFamily.test s | |
| | 1 => fun n => ProductFamily.test [.zero] (normal A M n) | |
| | 2 => fun n => EffectiveNames.Double.test e₁ e₂ Word.grade [.zero] (normal A M n) | |
| def tables (n : ℕ) : ℕ → Part (List (List Sigma × List Sigma)) := | |
| FamilyProgram.compute (r:=rel) (code (Γ:=Γ) (Q:=Q) (P₁:=P₁) (P₂:=P₂) (k:=k)) search | |
| none (fun i => test s A M e₁ e₂ i n) | |
| theorem partrec_test (h : ComputablePred (fun w => FiniteAlgebraicEnvelopes.evalWord s w = 1)) | |
| (i : Fin 3) : Partrec₂ (test s A M e₁ e₂ i) := by | |
| fin_cases i | |
| · exact (GroupFamily.partrec_test s h).comp Computable.snd | |
| · exact ProductFamily.partrec_test (A:=Syntax (Γ:=Γ) (Q:=Q)) [.zero] (partrec_normal A M) | |
| · exact EffectiveNames.Double.partrec_test (P₁:=P₁) (P₂:=P₂) (k₀:=ZMod 2) (n:=7) | |
| e₁ e₂ (Word.grade (S:=Sigma) (Γ:=Bool × Γ) (Q:=ParameterCode.Control Q)) [.zero] | |
| (partrec_normal A M) | |
| theorem partrec_tables (h : ComputablePred (fun w => FiniteAlgebraicEnvelopes.evalWord s w = 1)) : | |
| Partrec₂ (tables s A M e₁ e₂) := | |
| FamilyProgram.partrec_compute _ _ _ | |
| (fun i => ThreeCodes.primrec_words i _ (primrec_cost i)) | |
| (fun i => ThreeCodes.primrec_encode i _ (primrec_cost i)) primrec_shortlex | |
| (partrec_test s A M e₁ e₂ h) | |
| theorem exists_fixed_point (h : ComputablePred (fun w => FiniteAlgebraicEnvelopes.evalWord s w = 1)) : | |
| ∃ n, raw n = tableNormal (tables s A M e₁ e₂ n) := by | |
| have hh := partrec_tableNormal_parameter (partrec_tables s A M e₁ e₂ h) | |
| have hc : Partrec₂ (fun c : Nat.Partrec.Code => tableNormal (tables s A M e₁ e₂ (Encodable.encode c))) := | |
| hh.comp (Computable.encode.comp Computable.fst) Computable.snd | |
| obtain ⟨c,hc⟩ := WordProgramming.fixed_point hc | |
| exact ⟨Encodable.encode c, (raw_encode c).trans hc⟩ | |
| variable (decode : ∀ g a, (terminalAlphabet A).output g = some a → g = (terminalAlphabet A).input a) | |
| (realizes : ∀ index, Word.Realizes (terminalAlphabet A) (terminalMachine A M index) (raw index)) | |
| (he₁ : ∀ p, EffectiveNames.Enlargement.Coeff.value (e₁ p) * | |
| EffectiveNames.Enlargement.Coeff.value (e₁ p) = EffectiveNames.Enlargement.Coeff.value (e₁ p)) | |
| (he₂ : ∀ p, EffectiveNames.Enlargement.Coeff.value (e₂ p) * | |
| EffectiveNames.Enlargement.Coeff.value (e₂ p) = EffectiveNames.Enlargement.Coeff.value (e₂ p)) | |
| include decode realizes he₁ he₂ | |
| omit [Finite P₁] [Finite P₂] in | |
| theorem certificate (index n : ℕ) (budget : PartialBudget (raw index) (3 * (n / 10))) | |
| (i : Fin 3) : TestCertificate (code (Γ:=Γ) (Q:=Q) (P₁:=P₁) (P₂:=P₂) (k:=k) i) | |
| (test s A M e₁ e₂ i index) n := by | |
| let C := CommonCompiler.calculus A M (.inr ()) (terminalAlphabet A) index decode | |
| (f:=fun x => raw x.1 x.2) budget (realizes index) | |
| have hf (u : List (Syntax (Γ:=Γ) (Q:=Q))) | |
| (hu : C.grade (FreeMonoid.ofList u) ≤ n / 10) : | |
| (C.normal (FreeMonoid.ofList u)).toList ∈ normal A M index u := by | |
| apply CommonCompiler.service_full A M (.inr ()) (terminalAlphabet A) index | |
| decode budget (realizes index) u | |
| exact hu.trans (by omega) | |
| fin_cases i | |
| · exact GroupFamily.certificate s _ n | |
| · exact ProductFamily.certificate C _ (Path.letterGrade Word.gradeCell) | |
| (ProductFamily.grade_cost C _ (fun _ => rfl)) | |
| (ThreeCodes.cost_padding _ _) (by omega) hf | |
| · exact ActionFamily.certificate | |
| (EffectiveNames.Double.interpretation (k₀:=ZMod 2) (n:=7) e₁ e₂ C he₁ he₂) | |
| _ (ThreeCodes.cost_padding _ _) le_rfl _ | |
| (fun w hw => EffectiveNames.Double.test_full e₁ e₂ _ C he₁ he₂ w hw hf) | |
| omit [Finite P₁] [Finite P₂] in | |
| theorem all_budgets (index : ℕ) | |
| (fixed : raw index = tableNormal (tables s A M e₁ e₂ index)) : | |
| ∀ n, GoodTable (r:=rel) (tables s A M e₁ e₂ index) n ∧ PartialBudget (raw index) n := by | |
| apply FamilyProgram.bootstrap _ _ _ _ wf_rel (raw index) fixed | |
| (fun i => ThreeCodes.zero_avoids i _) (fun i j h => ThreeCodes.disjoint h _ _) | |
| intro n hn budget | |
| have hc := certificate s A M e₁ e₂ decode realizes he₁ he₂ index n budget | |
| exact ⟨fun i => (hc i).total, fun i => (hc i).nonzero, | |
| fun i => (hc i).contextual, fun i => (hc i).ideal⟩ | |
| theorem exists_total_fixed_point | |
| (h : ComputablePred (fun w => FiniteAlgebraicEnvelopes.evalWord s w = 1)) : | |
| ∃ index, raw index = tableNormal (tables s A M e₁ e₂ index) ∧ | |
| ∀ n, GoodTable (r:=rel) (tables s A M e₁ e₂ index) n ∧ PartialBudget (raw index) n := by | |
| obtain ⟨index, hi⟩ := exists_fixed_point s A M e₁ e₂ h | |
| exact ⟨index,hi,all_budgets s A M e₁ e₂ decode realizes he₁ he₂ index hi⟩ | |
| end | |
| end SimpleFInftyOvergroups.ContextualEncoding.Source | |
| end OAI | |