Download lean/OAI/Combinatorics/MatchingCount/Tapes/FixedAlphabetCompiler.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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4.41 kB
| import Mathlib | |
| import OAI.Combinatorics.MatchingCount.Machines.SupportedCompiler | |
| import OAI.Combinatorics.MatchingCount.Machines.BoolPostCompiler | |
| namespace OAI | |
| namespace MatchingFPRAS.FixedAlphabetCompiler | |
| open Turing MachineCost | |
| open scoped Classical | |
| variable {Γ Λ σ : Type*} [Inhabited Γ] [Fintype Γ] [Inhabited Λ] | |
| [Inhabited σ] [Fintype σ] | |
| variable {w : ℕ} (enc : Γ → List.Vector Bool w) (dec : List.Vector Bool w → Γ) | |
| (enc0 : enc default = List.Vector.replicate w false) | |
| (encdec : ∀ a,dec (enc a)=a) (M : Λ → TM1.Stmt Γ Λ σ) | |
| (S : Finset Λ) (hS : TM1.Supports M S) | |
| def bitsWord (input : List Γ) : List Bool := input.flatMap (fun a=>(enc a).toList) | |
| def word (input : List Γ) : List Symbol := (bitsWord enc input).map BoolPostCompiler.up | |
| omit [Fintype Γ] [Fintype σ] in | |
| lemma initial_block (input : List Γ) : | |
| TM1to1.trCfg enc enc0 (TM1.init (Λ:=Λ) (σ:=σ) input)= | |
| TM1.init (bitsWord enc input) := by | |
| simp only [TM1to1.trCfg,TM1.init,Option.map_some,TM1to1.trTape,TM1to1.trTape', | |
| Tape.mk₁,Tape.mk₂,Tape.mk'_left,Tape.mk'_right₀,ListBlank.flatMap_mk, | |
| List.flatMap_nil,bitsWord] | |
| rfl | |
| omit [Fintype Γ] [Fintype σ] [Inhabited Λ] [Inhabited σ] in | |
| lemma output_block (c : TM1.Cfg Γ Λ σ) (output : List Γ) | |
| (h : c.Tape.right₀=ListBlank.mk output) : | |
| (TM1to1.trCfg enc enc0 c).Tape.right₀=ListBlank.mk (bitsWord enc output) := by | |
| change (TM1to1.trTape enc0 c.Tape).right₀=_ | |
| simp only [TM1to1.trTape,TM1to1.trTape',Tape.mk'_right₀,h,ListBlank.flatMap_mk,bitsWord] | |
| noncomputable def support := TM1to1.trSupp M S | |
| include hS in | |
| omit [Inhabited Γ] [Inhabited σ] [Fintype σ] in | |
| lemma block_support : TM1.Supports (TM1to1.tr enc dec M) (support M S) := | |
| TM1to1.tr_supports enc dec M hS | |
| noncomputable def compiled : RandomMachine := | |
| BoolPostCompiler.compiled (TM1to0.tr (TM1to1.tr enc dec M)) | |
| (TM1to0.trStmts (TM1to1.tr enc dec M) (support M S)) | |
| (TM1to0.tr_supports _ (block_support enc dec M S hS)) | |
| noncomputable def cost : ℕ := | |
| SupportedCompiler.cost (TM1to1.tr enc dec M) (support M S) * | |
| (AlphabetCost.supportedWrites M S+1) | |
| include encdec enc0 | |
| theorem compiled_words (input output : List Γ) (n t : ℕ) | |
| (hhalt : (MachineCost.run (TM1.step M) n (TM1.init input)).l=none) | |
| (hout : (MachineCost.run (TM1.step M) n (TM1.init input)).Tape.right₀= | |
| ListBlank.mk output) | |
| (ht : cost enc dec M S*n+2 ≤ t) (bits : Fin t → Bool) : | |
| (MatchingFPRAS.run (compiled enc dec M S hS) (word enc input) bits).state=none ∧ | |
| (MatchingFPRAS.run (compiled enc dec M S hS) (word enc input) bits).tape.right₀= | |
| ListBlank.mk (word enc output) := by | |
| have hi : (TM1.init (Λ:=Λ) (σ:=σ) input).l ∈ S.insertNone := | |
| Finset.some_mem_insertNone.mpr hS.1 | |
| obtain ⟨b,hb,he⟩:=AlphabetCost.execution_supported enc dec enc0 encdec M S hS hi n | |
| rw [initial_block] at he | |
| have hS' := block_support enc dec M S hS | |
| have hi' : (TM1.init (Λ:=TM1to1.Λ' Γ Λ σ) (σ:=σ) (bitsWord enc input)).l ∈ | |
| (support M S).insertNone := Finset.some_mem_insertNone.mpr hS'.1 | |
| obtain ⟨k,hk,hke⟩:=SupportedCompiler.post_time (TM1to1.tr enc dec M) (support M S) hS' hi' b | |
| have initpost : TM1to0.trCfg (TM1to1.tr enc dec M) | |
| (TM1.init (bitsWord enc input))=TM0.init (bitsWord enc input) := rfl | |
| rw [initpost,he] at hke | |
| have hh : TM0.step (TM1to0.tr (TM1to1.tr enc dec M)) | |
| (MachineCost.run (TM0.step (TM1to0.tr (TM1to1.tr enc dec M))) k | |
| (TM0.init (bitsWord enc input)))=none := by | |
| rw [hke] | |
| generalize hc:MachineCost.run (TM1.step M) n (TM1.init input)=c at hhalt ⊢ | |
| rcases c with ⟨l,v,T⟩ | |
| change l=none at hhalt | |
| subst l | |
| rfl | |
| have ho : (MachineCost.run (TM0.step (TM1to0.tr (TM1to1.tr enc dec M))) k | |
| (TM0.init (bitsWord enc input))).Tape.right₀=ListBlank.mk (bitsWord enc output) := by | |
| rw [hke] | |
| exact output_block enc enc0 _ output hout | |
| have hkt : k+2 ≤ t := by | |
| apply (Nat.add_le_add_right (hk.trans (Nat.mul_le_mul_left _ hb)) 2).trans | |
| have hp : SupportedCompiler.cost (TM1to1.tr enc dec M) (support M S) * | |
| (n*(AlphabetCost.supportedWrites M S+1))+2 = cost enc dec M S*n+2 := by | |
| unfold cost | |
| ring | |
| rw [hp] | |
| exact ht | |
| exact BoolPostCompiler.compiled_words _ _ _ (bitsWord enc input) (bitsWord enc output) | |
| k t hh ho hkt bits | |
| end MatchingFPRAS.FixedAlphabetCompiler | |
| end OAI | |