Download lean/OAI/Probability/SKGap/Stability/LocalStartedImplicit.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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| import Mathlib | |
| import OAI.Probability.SKGap.Matrix.ClosedErrorTrace | |
| import OAI.Probability.SKGap.Localization.StartedGraph | |
| import OAI.Probability.SKGap.Stability.LocalImplicitNode | |
| import OAI.Probability.SKGap.Stability.ImplicitTraceControl | |
| import OAI.Probability.SKGap.Matrix.StartedNodeTrace | |
| namespace OAI | |
| section | |
| noncomputable section | |
| open scoped BigOperators | |
| namespace SKGapCutoff.Recipe.OrdinaryData | |
| open Primary Matrix SKGap SKGap.Noncrossing SKGap.Noncrossing.Primary SKGap.Noncrossing.Primary.Tensor.Series | |
| variable {n : ℕ} {ι κ σ κ₀ σ₀ : Type*} [Fintype ι] [DecidableEq ι] [Fintype κ] [DecidableEq κ] [Fintype σ] | |
| variable [Fintype κ₀] [DecidableEq κ₀] [Fintype σ₀] | |
| variable (D : OrdinaryData n ι κ σ) (I : OrdinaryData n Unit κ₀ σ₀) | |
| variable (w y : VectorFields n) (T : ι→SourceTree (Fin n→ℝ)) (t : SourceTree (Fin n→ℝ)) | |
| lemma started_implicit_initial_errors_local (hj : D.j=I.j) (hJ : D.J=I.J) | |
| (x : Spin n) | |
| (hW : w x=I.sourceOf 1 (fun _=>y) x) | |
| (hWf : ∀i,w (flip x i)=I.sourceOf 1 (fun _=>y) (flip x i)) | |
| (hY : y x=I.fieldOf 1 (fun _=>w) (fun _=>y) x) | |
| (hYf : ∀i,y (flip x i)=I.fieldOf 1 (fun _=>w) (fun _=>y) (flip x i)) | |
| (ha : ∀i,0≤I.implicitCoefficient x i) | |
| (hS : (1-SKGap.pathDiagonal (I.implicitCoefficient x) 1* | |
| (I.J-(I.j*siteMean I.implicitCoefficient x) • 1)*SKGap.pathDiagonal (I.implicitCoefficient x) 1).PosDef) : | |
| let t₀:=ClosedTree.implicit (I.implicitPartial y x) t | |
| let a₀:=I.implicitCoefficient x | |
| D.startedSourceError w y T t₀ a₀ x 0= | |
| WordLetter.inverse.exactEval D.j a₀ D.J* | |
| (I.implicitSourcePrimitive t y x+Matrix.diagonal a₀*I.implicitFieldPrimitive t w y x) ∧ | |
| D.startedFieldError w y T t₀ a₀ x 0= | |
| (D.J-(I.j*siteMean I.implicitCoefficient x) • 1)*D.startedSourceError w y T t₀ a₀ x 0+ | |
| I.implicitFieldPrimitive t w y x := by | |
| have H:=I.implicit_error_solved_local t w y x hW hWf hY hYf (I.implicit_inverse_left x ha hS) | |
| dsimp only | |
| simp only [startedSourceError_zero,startedFieldError_zero,hj,hJ,ClosedTree.sourceMatrix, | |
| ClosedTree.fieldMatrix,ClosedTree.words] | |
| exact H | |
| theorem implicit_started_error_words_local (hj : D.j=I.j) (hJ : D.J=I.J) | |
| (x : Spin n) | |
| (hW : w x=I.sourceOf 1 (fun _=>y) x) | |
| (hWf : ∀i,w (flip x i)=I.sourceOf 1 (fun _=>y) (flip x i)) | |
| (hY : y x=I.fieldOf 1 (fun _=>w) (fun _=>y) x) | |
| (hYf : ∀i,y (flip x i)=I.fieldOf 1 (fun _=>w) (fun _=>y) (flip x i)) | |
| (ha0 : ∀i,0≤I.implicitCoefficient x i) | |
| (hS : (1-SKGap.pathDiagonal (I.implicitCoefficient x) 1* | |
| (I.J-(I.j*siteMean I.implicitCoefficient x) • 1)*SKGap.pathDiagonal (I.implicitCoefficient x) 1).PosDef) | |
| {C F A R M : ℝ} {Cs Cf : ℕ→ℝ} {N L : ℕ} | |
| (hP : TraceControl (I.implicitSourcePrimitive t y x) C) | |
| (hQ : TraceControl (I.implicitFieldPrimitive t w y x) F) | |
| (hR : 0≤R) (hM : 0≤M) (ha : ∀i,|I.implicitCoefficient x i|≤A) | |
| (hp : ∀a≤N,∀b i,|D.auxCoefficient a b x i|≤A) | |
| (hr : ∀a≤N,∀b,|D.j*siteMean (D.auxCoefficient a b) x|≤R) | |
| (hs : ∀a≤N,0<a→TraceControl (D.startedNodeSourceError w y T x a) (Cs a)) | |
| (hf : ∀a≤N,0<a→TraceControl (D.startedNodeFieldError w y T x a) (Cf a)) | |
| (hw : ClosedWordTestBound D.j (I.implicitCoefficient x) D.J A M (L+2)) : | |
| let t₀:=ClosedTree.implicit (I.implicitPartial y x) t | |
| let a₀:=I.implicitCoefficient x | |
| let q:=I.j*siteMean I.implicitCoefficient x | |
| let Bs:=fun a=>if a=0 then C+F else Cs a | |
| let Bf:=fun a=>if a=0 then |q| *(C+F)+F else Cf a | |
| ∀a≤N, | |
| (∀v:OrdinaryWord n,v.length+2*a+1≤L→wordBounded A v→ | |
| |trace (matrixWord D.J v*D.startedSourceError w y T t₀ a₀ x a)|≤(errorBudget R Bs Bf a).1*M) ∧ | |
| (∀v:OrdinaryWord n,v.length+2*a+2≤L→wordBounded A v→ | |
| |trace (matrixWord D.J v*D.startedFieldError w y T t₀ a₀ x a)|≤(errorBudget R Bs Bf a).2*M) := by | |
| obtain ⟨HE,HF⟩:=D.started_implicit_initial_errors_local I w y T t hj hJ x hW hWf hY hYf ha0 hS | |
| exact D.started_derivative_error_words w y T _ _ x | |
| (I.implicitSourcePrimitive t y x) (I.implicitFieldPrimitive t w y x) | |
| (I.j*siteMean I.implicitCoefficient x) HE HF hP hQ hR hM ha hp hr hs hf hw | |
| end SKGapCutoff.Recipe.OrdinaryData | |
| end | |
| end | |
| end OAI | |