openAI-math-dataset / lean /OAI /Computability /UniqueGames /Machines /MachineBinaryRenameMachine.lean
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| import Mathlib.Data.List.Basic | |
| import OAI.Computability.UniqueGames.Machines.GraphCounterStartLemmas | |
| import OAI.Computability.UniqueGames.Machines.MachineBinaryHeaderMachine | |
| import OAI.Computability.UniqueGames.Machines.MachineBinaryRenameLoop | |
| import OAI.Computability.UniqueGames.Machines.MachineBinaryRenameWords | |
| import OAI.Computability.UniqueGames.Machines.MachineFiniteAlphabet | |
| namespace OAI | |
| /-! | |
| The finite Boolean-stack driver for first-occurrence renaming. Its permanent | |
| input is copied to a cursor, each literal is translated by the checked search | |
| loop, and the physical output is restored, prefixed with its count headers, | |
| and cleaned up. Every tape uses Bool and every control component is finite. | |
| -/ | |
| namespace UniqueGamesTheorem.BinaryRenameMachine | |
| open Turing UniqueGamesTheorem.Foundations | |
| open Complexity Complexity.MachineComposition | |
| open UniqueGamesTheorem.Reduction.MachineTransfer | |
| abbrev Tape := Fin 12 | |
| abbrev Alphabet (_ : Tape) := Bool | |
| abbrev State := BinaryRenameLoop.State Unit | |
| inductive Label | |
| | copyOut | copyBack | |
| | loop (label : BinaryRenameLoop.Label) | |
| | restore | clauseStart | clauseLoop | variableStart | variableLoop | |
| | cleanup | reject | |
| deriving DecidableEq, Fintype | |
| def loopTapes : Fin 11 → Tape := Fin.castSucc | |
| theorem loopTapes_injective : Function.Injective loopTapes := by | |
| intro i j h | |
| apply Fin.ext | |
| exact congrArg (fun k : Tape => k.val) h | |
| def program : Label → TM2.Stmt Alphabet Label State | |
| | .copyOut => loopAt 1 6 id false .copyOut (some .copyBack) | |
| | .copyBack => MachineCopy.forkLoop 6 1 0 false .copyBack (some (.loop .entry)) | |
| | .loop label => BinaryRenameLoop.instruction loopTapes Label.loop | |
| (some .restore) (some .reject) label | |
| | .restore => loopAt 8 11 id false .restore (some .clauseStart) | |
| | .clauseStart => BinaryHeaderMachine.delimiter 11 .clauseLoop | |
| | .clauseLoop => loopAt 10 11 id false .clauseLoop (some .variableStart) | |
| | .variableStart => BinaryHeaderMachine.delimiter 11 .variableLoop | |
| | .variableLoop => loopAt 9 11 id false .variableLoop (some .cleanup) | |
| | .cleanup => MachineDrain.drain 1 .cleanup none | |
| | .reject => .halt | |
| abbrev machine : FinTM2 where | |
| K := Tape | |
| k₀ := 1 | |
| k₁ := 11 | |
| Γ := Alphabet | |
| Λ := Label | |
| main := .copyOut | |
| σ := State | |
| initialState := BinaryRenameLoop.clean () 0 | |
| m := program | |
| def tapes (permanent cursor reversed variableCounter clauseCounter output : List Bool) : | |
| Tape → List Bool := fun k => | |
| if k = 0 then cursor | |
| else if k = 1 then permanent | |
| else if k = 8 then reversed | |
| else if k = 9 then variableCounter | |
| else if k = 10 then clauseCounter | |
| else if k = 11 then output | |
| else [] | |
| def cfg (label : Option Label) | |
| (permanent cursor reversed variableCounter clauseCounter output : List Bool) : machine.Cfg := | |
| ⟨label, BinaryRenameLoop.clean () 0, | |
| tapes permanent cursor reversed variableCounter clauseCounter output⟩ | |
| theorem initList_eq (input : List Bool) : | |
| initList machine input = cfg (some .copyOut) input [] [] [] [] [] := by | |
| unfold initList cfg | |
| congr 1 | |
| funext k | |
| fin_cases k <;> simp [tapes, machine] | |
| theorem haltList_eq (output : List Bool) : | |
| haltList machine output = cfg none [] [] [] [] [] output := by | |
| unfold haltList cfg | |
| congr 1 | |
| funext k | |
| fin_cases k <;> simp [tapes, machine] | |
| theorem copyTrace (input : List Bool) : | |
| (advance machine.step)^[2 * (input.length + 1)] | |
| (some (cfg (some .copyOut) input [] [] [] [] [])) = | |
| some (cfg (some (.loop .entry)) input input [] [] [] []) := by | |
| have updated : Function.update (tapes input [] [] [] [] []) 0 input = | |
| tapes input input [] [] [] [] := by | |
| funext k | |
| fin_cases k <;> simp [tapes] | |
| have h := MachineCopy.copyTrace (1 : Tape) 0 6 (by decide) (by decide) (by decide) | |
| false .copyOut .copyBack (some (.loop .entry)) program rfl rfl | |
| (tapes input [] [] [] [] []) (by simp [tapes]) | |
| (BinaryRenameLoop.clean () 0).1 none | |
| have first : tapes input [] [] [] [] [] 1 = input := rfl | |
| have second : tapes input [] [] [] [] [] 0 = [] := rfl | |
| rw [first, second, List.append_nil, updated] at h | |
| exact h | |
| theorem restoreTrace (input body variableCounter clauseCounter : List Bool) : | |
| (advance machine.step)^[body.length + 1] | |
| (some (cfg (some .restore) input [] body.reverse variableCounter clauseCounter [])) = | |
| some (cfg (some .clauseStart) input [] [] variableCounter clauseCounter body) := by | |
| change (nextAt (11 : Tape) program)^[body.length + 1] | |
| (some (cfg (some .restore) input [] body.reverse variableCounter clauseCounter [])) = _ | |
| have updated : tapesAt (8 : Tape) 11 | |
| (tapes input [] body.reverse variableCounter clauseCounter []) [] body = | |
| tapes input [] [] variableCounter clauseCounter body := by | |
| funext k | |
| fin_cases k <;> simp [tapesAt, tapes] | |
| have h := transferAt_fromTapes (Γ := Alphabet) (8 : Tape) 11 (by decide) id false | |
| .restore (some .clauseStart) program rfl | |
| (tapes input [] body.reverse variableCounter clauseCounter []) | |
| (BinaryRenameLoop.clean () 0).1 none | |
| have source : tapes input [] body.reverse variableCounter clauseCounter [] 8 = body.reverse := rfl | |
| have output : tapes input [] body.reverse variableCounter clauseCounter [] 11 = [] := rfl | |
| rw [source, output, List.length_reverse, List.reverse_reverse, List.map_id_fun, | |
| List.append_nil, id_eq, updated] at h | |
| exact h | |
| theorem headerTrace (input body : List Bool) (n m : Nat) : | |
| (advance machine.step)^[n + m + 4] | |
| (some (cfg (some .clauseStart) input [] [] | |
| (List.replicate n true) (List.replicate m true) body)) = | |
| some (cfg (some .cleanup) input [] [] [] [] | |
| (encodeWord n ++ encodeWord m ++ body)) := by | |
| change (advance (TM2.step program))^[n + m + 4] | |
| (some ⟨some .clauseStart, ((BinaryRenameLoop.clean () 0).1, none), | |
| tapes input [] [] (List.replicate n true) (List.replicate m true) body⟩) = | |
| some ⟨some .cleanup, ((BinaryRenameLoop.clean () 0).1, none), | |
| tapes input [] [] [] [] (encodeWord n ++ encodeWord m ++ body)⟩ | |
| have updated (variableWord clauses output : List Bool) : | |
| BinaryHeaderMachine.tapes (9 : Tape) 10 11 (tapes input [] [] [] [] []) | |
| variableWord clauses output = tapes input [] [] variableWord clauses output := by | |
| funext k | |
| fin_cases k <;> simp [BinaryHeaderMachine.tapes, tapes] | |
| have h := BinaryHeaderMachine.headerTrace (9 : Tape) 10 11 | |
| (by decide) (by decide) (by decide) | |
| .clauseStart .clauseLoop .variableStart .variableLoop (some .cleanup) program | |
| rfl rfl rfl rfl (tapes input [] [] [] [] []) | |
| (BinaryRenameLoop.clean () 0).1 n m body none | |
| simp only [updated] at h | |
| exact h | |
| theorem cleanupTrace (input output : List Bool) : | |
| (advance machine.step)^[input.length + 1] | |
| (some (cfg (some .cleanup) input [] [] [] [] output)) = | |
| some (cfg none [] [] [] [] [] output) := by | |
| change (advance (TM2.step program))^[input.length + 1] | |
| (some ⟨some .cleanup, ((BinaryRenameLoop.clean () 0).1, none), | |
| tapes input [] [] [] [] output⟩) = | |
| some ⟨none, ((BinaryRenameLoop.clean () 0).1, none), tapes [] [] [] [] [] output⟩ | |
| have updated (word : List Bool) : | |
| Function.update (tapes [] [] [] [] [] output) 1 word = | |
| tapes word [] [] [] [] output := by | |
| funext k | |
| fin_cases k <;> simp [tapes] | |
| have h := MachineDrain.drainTrace (1 : Tape) .cleanup none program rfl | |
| (tapes [] [] [] [] [] output) input (BinaryRenameLoop.clean () 0).1 none | |
| simp only [updated] at h | |
| exact h | |
| theorem outputBody_eq (formula : BinaryFormula.Formula) : | |
| BinaryRenameLoop.outputBody (BinaryRenameWords.tokens formula.clauses) | |
| (BinaryRenameWords.tokens formula.clauses) = BinaryRenameWords.body formula := by | |
| change ((BinaryRenameWords.literals formula.clauses).map BinaryRenameWords.token).flatMap | |
| (fun t => BinaryLiteralMachine.outputWord (BinaryRenameWords.tokens formula.clauses) | |
| t.2 t.1) = (BinaryRenameWords.literals formula.clauses).flatMap | |
| (BinaryRenameWords.outputLiteral (BinaryFormula.sourceNames formula)) | |
| rw [List.flatMap_map] | |
| apply List.flatMap_congr | |
| intro literal _ | |
| simp only [BinaryRenameWords.token, BinaryLiteralMachine.outputWord, | |
| BinaryLiteralMachine.index, BinaryLiteralMachine.signWord, | |
| BinaryRenameWords.payload_index, BinaryRenameWords.outputLiteral] | |
| rfl | |
| theorem loopTrace (formula : BinaryFormula.Formula) : | |
| (advance machine.step)^[BinaryRenameLoop.steps (BinaryRenameWords.tokens formula.clauses) | |
| (BinaryRenameWords.tokens formula.clauses)] | |
| (some (cfg (some (.loop .entry)) (BinaryTokenMachine.tokens formula.clauses) | |
| (BinaryTokenMachine.tokens formula.clauses) [] [] [] [])) = | |
| some (cfg (some .restore) (BinaryTokenMachine.tokens formula.clauses) [] | |
| (BinaryRenameWords.body formula).reverse (List.replicate (3 * formula.clauses.length) true) | |
| (List.replicate formula.clauses.length true) []) := by | |
| change (advance (TM2.step program))^[BinaryRenameLoop.steps | |
| (BinaryRenameWords.tokens formula.clauses) (BinaryRenameWords.tokens formula.clauses)] | |
| (some ⟨some (.loop .entry), BinaryRenameLoop.clean () 0, | |
| tapes (BinaryTokenMachine.tokens formula.clauses) (BinaryTokenMachine.tokens formula.clauses) | |
| [] [] [] []⟩) = | |
| some ⟨some .restore, BinaryRenameLoop.clean () 0, | |
| tapes (BinaryTokenMachine.tokens formula.clauses) [] (BinaryRenameWords.body formula).reverse | |
| (List.replicate (3 * formula.clauses.length) true) | |
| (List.replicate formula.clauses.length true) []⟩ | |
| let input := BinaryTokenMachine.tokens formula.clauses | |
| have updated (cursor output variableWord clauseWord : List Bool) : | |
| BinaryRenameLoop.loopTapes loopTapes (tapes input [] [] [] [] []) | |
| cursor output variableWord clauseWord = | |
| tapes input cursor output variableWord clauseWord [] := by | |
| funext k | |
| fin_cases k <;> simp [BinaryRenameLoop.loopTapes, loopTapes, tapes] | |
| have scratch (i : Fin 11) (lo : 2 ≤ i.val) (hi : i.val ≤ 7) : | |
| tapes input [] [] [] [] [] (loopTapes i) = [] := by | |
| have n0 : loopTapes i ≠ 0 := by intro h; have := congrArg Fin.val h; simp [loopTapes] at this; omega | |
| have n1 : loopTapes i ≠ 1 := by intro h; have := congrArg Fin.val h; simp [loopTapes] at this; omega | |
| have n8 : loopTapes i ≠ 8 := by intro h; have := congrArg Fin.val h; simp [loopTapes] at this; omega | |
| have n9 : loopTapes i ≠ 9 := by intro h; have := congrArg Fin.val h; simp [loopTapes] at this; omega | |
| have n10 : loopTapes i ≠ 10 := by intro h; have := congrArg Fin.val h; simp [loopTapes] at this; omega | |
| have n11 : loopTapes i ≠ 11 := by intro h; have := congrArg Fin.val h; simp [loopTapes] at this; omega | |
| simp [tapes, n0, n1, n8, n9, n10, n11] | |
| have run := BinaryRenameLoop.triplesTrace loopTapes loopTapes_injective Label.loop | |
| (some .restore) (some .reject) program (fun _ => rfl) | |
| (tapes input [] [] [] [] []) () | |
| (BinaryRenameWords.tokens formula.clauses) (BinaryRenameWords.tokens formula.clauses) | |
| formula.clauses.length (BinaryRenameWords.tokens_length formula.clauses) [] [] [] | |
| (BinaryRenameWords.tokens_canonical formula.clauses) (fun _ h => h) | |
| (by change input = _; rw [BinaryRenameWords.tokens_stream]) scratch | |
| simp only [updated, BinaryRenameWords.tokens_stream, outputBody_eq, List.append_nil, input] at run | |
| exact run | |
| private theorem joinTrace {X : Type*} {f : X → X} {a b c : X} {n m : Nat} | |
| (first : f^[n] a = b) (second : f^[m] b = c) : f^[n + m] a = c := by | |
| rw [Nat.add_comm, Function.iterate_add_apply, first, second] | |
| def steps (formula : BinaryFormula.Formula) : Nat := | |
| 2 * ((BinaryTokenMachine.tokens formula.clauses).length + 1) + | |
| BinaryRenameLoop.steps (BinaryRenameWords.tokens formula.clauses) | |
| (BinaryRenameWords.tokens formula.clauses) + | |
| ((BinaryRenameWords.body formula).length + 1) + (4 * formula.clauses.length + 4) + | |
| ((BinaryTokenMachine.tokens formula.clauses).length + 1) | |
| theorem renameTrace (formula : BinaryFormula.Formula) : | |
| (advance machine.step)^[steps formula] | |
| (some (initList machine (BinaryTokenMachine.tokens formula.clauses))) = | |
| some (haltList machine (formulaBits (BinaryOccurrenceRename.renamed formula))) := by | |
| have first := copyTrace (BinaryTokenMachine.tokens formula.clauses) | |
| have second := loopTrace formula | |
| have third := restoreTrace (BinaryTokenMachine.tokens formula.clauses) | |
| (BinaryRenameWords.body formula) (List.replicate (3 * formula.clauses.length) true) | |
| (List.replicate formula.clauses.length true) | |
| have fourth := headerTrace (BinaryTokenMachine.tokens formula.clauses) | |
| (BinaryRenameWords.body formula) (3 * formula.clauses.length) formula.clauses.length | |
| have fifth := cleanupTrace (BinaryTokenMachine.tokens formula.clauses) | |
| (encodeWord (3 * formula.clauses.length) ++ encodeWord formula.clauses.length ++ | |
| BinaryRenameWords.body formula) | |
| have full := joinTrace (joinTrace (joinTrace (joinTrace first second) third) fourth) fifth | |
| have count : 3 * formula.clauses.length + formula.clauses.length + 4 = | |
| 4 * formula.clauses.length + 4 := by omega | |
| simpa only [steps, initList_eq, haltList_eq, BinaryRenameWords.encoded_renamed, count] using full | |
| theorem clause_count_le_stream (formula : BinaryFormula.Formula) : | |
| formula.clauses.length ≤ (BinaryTokenMachine.tokens formula.clauses).length := by | |
| rw [BinaryTokenMachine.tokens_length] | |
| omega | |
| theorem body_length_le (formula : BinaryFormula.Formula) : | |
| (BinaryRenameWords.body formula).length ≤ | |
| 9 * (BinaryTokenMachine.tokens formula.clauses).length ^ 2 + | |
| 10 * (BinaryTokenMachine.tokens formula.clauses).length + 2 := by | |
| have initial := BinaryOccurrenceRename.renamed_encoding_bound formula | |
| rw [BinaryRenameWords.encoded_renamed] at initial | |
| simp only [List.length_append] at initial | |
| have count := clause_count_le_stream formula | |
| have square := Nat.mul_self_le_mul_self count | |
| nlinarith | |
| noncomputable def timePolynomial : Polynomial Nat := | |
| Polynomial.C 12 * Polynomial.X ^ 3 + Polynomial.C 35 * Polynomial.X ^ 2 + | |
| Polynomial.C 28 * Polynomial.X + Polynomial.C 11 | |
| theorem steps_le (formula : BinaryFormula.Formula) : | |
| steps formula ≤ timePolynomial.eval (BinaryTokenMachine.tokens formula.clauses).length := by | |
| have loopBound := BinaryRenameLoop.steps_le | |
| (BinaryRenameWords.tokens formula.clauses) (BinaryRenameWords.tokens formula.clauses) | |
| (fun _ h => h) | |
| rw [BinaryRenameWords.tokens_stream, BinaryRenameWords.tokens_length] at loopBound | |
| have literalCount : 3 * formula.clauses.length ≤ | |
| (BinaryTokenMachine.tokens formula.clauses).length := by | |
| rw [BinaryTokenMachine.tokens_length] | |
| omega | |
| have product := Nat.mul_le_mul_left | |
| (BinaryRenameLoop.perLiteralBound (BinaryTokenMachine.tokens formula.clauses).length) | |
| literalCount | |
| have output := body_length_le formula | |
| have count := clause_count_le_stream formula | |
| simp only [timePolynomial, Polynomial.eval_add, Polynomial.eval_mul, Polynomial.eval_pow, | |
| Polynomial.eval_C, Polynomial.eval_X] | |
| unfold steps BinaryRenameLoop.perLiteralBound at * | |
| nlinarith | |
| def outputsInTime (formula : BinaryFormula.Formula) : | |
| TM2OutputsInTime machine (BinaryTokenMachine.tokens formula.clauses) | |
| (some (formulaBits (BinaryOccurrenceRename.renamed formula))) | |
| (timePolynomial.eval (BinaryTokenMachine.tokens formula.clauses).length) where | |
| steps := steps formula | |
| evals_in_steps := renameTrace formula | |
| steps_le_m := steps_le formula | |
| /-- The token-stream phase has a displayed finite machine and actual execution | |
| bound; its polynomial argument is the token stream's physical bit length. -/ | |
| noncomputable def tokenComputation : | |
| TM2ComputableInPolyTime (fun formula : BinaryFormula.Formula => | |
| BinaryTokenMachine.tokens formula.clauses) formulaBits BinaryOccurrenceRename.renamed where | |
| tm := machine | |
| inputAlphabet := Equiv.refl Bool | |
| outputAlphabet := Equiv.refl Bool | |
| time := timePolynomial | |
| outputsFun formula := by | |
| change TM2OutputsInTime machine ((BinaryTokenMachine.tokens formula.clauses).map id) | |
| (some ((formulaBits (BinaryOccurrenceRename.renamed formula)).map id)) | |
| (timePolynomial.eval (BinaryTokenMachine.tokens formula.clauses).length) | |
| simpa only [List.map_id_fun, id_eq] using outputsInTime formula | |
| /-- Repackage the checked marker-removal machine without changing any machine | |
| or word: the intermediate semantic value is the same formula. -/ | |
| noncomputable def preprocessing : | |
| TM2ComputableInPolyTime BinaryEncoding.formulaBits | |
| (fun formula : BinaryFormula.Formula => BinaryTokenMachine.tokens formula.clauses) | |
| (id : BinaryFormula.Formula → BinaryFormula.Formula) where | |
| tm := BinaryTokenMachine.computableInPolyTime.tm | |
| inputAlphabet := BinaryTokenMachine.computableInPolyTime.inputAlphabet | |
| outputAlphabet := BinaryTokenMachine.computableInPolyTime.outputAlphabet | |
| time := BinaryTokenMachine.computableInPolyTime.time | |
| outputsFun := BinaryTokenMachine.computableInPolyTime.outputsFun | |
| /-- Actual finite-alphabet polynomial-time sparse binary to dense unary | |
| renaming. Sparse name magnitudes are never expanded in unary. -/ | |
| noncomputable def computableInPolyTime : | |
| TM2ComputableInPolyTime BinaryEncoding.formulaBits formulaBits | |
| BinaryOccurrenceRename.renamed := | |
| MachineSequential.composeBits preprocessing tokenComputation | |
| theorem machine_finiteAlphabet (k : machine.K) : Finite (machine.Γ k) := by | |
| change Finite Bool | |
| infer_instance | |
| theorem computation_finiteAlphabet : MachineFiniteAlphabet.FiniteAlphabet computableInPolyTime.tm := | |
| MachineFiniteAlphabet.composeBits preprocessing tokenComputation | |
| BinaryTokenMachine.machine_finiteAlphabet machine_finiteAlphabet | |
| end UniqueGamesTheorem.BinaryRenameMachine | |
| end OAI | |