import OAI.Computability.BinPacking.Computation.MachineVertexPadding import OAI.Computability.BinPacking.CookLevin.VerifierCircuit import OAI.Computability.BinPacking.Information.SourceNonempty namespace OAI noncomputable section namespace BinPackingGames.Foundations.Complexity.CookLevin.InputFrame open Turing MachineComposition open BinPackingGames.Reduction.MachineTransfer abbrev Tape := Fin 3 abbrev Label := Fin 5 abbrev State := Unit × Option Bool abbrev Alphabet (_ : Tape) := Bool def scan : TM2.Stmt Alphabet Label State := .pop 0 (fun s head => (s.1, head)) (.branch (fun s => s.2.isSome) (.push 1 (fun s => s.2.getD false) (.push 2 (fun _ => true) (.goto fun _ => 1))) (.goto fun _ => 2)) def program (label : Label) : TM2.Stmt Alphabet Label State := if label = 0 then .push 2 (fun _ => false) (.goto fun _ => 1) else if label = 1 then scan else if label = 2 then loopAt 1 0 id false 2 (some 3) else if label = 3 then loopAt 2 1 id false 3 (some 4) else loopAt 1 0 id false 4 none abbrev machine : FinTM2 where K := Tape k₀ := 0 k₁ := 0 Γ := Alphabet Λ := Label main := 0 σ := State initialState := ((), none) m := program def tapes (input saved counter : List Bool) : Tape → List Bool := fun k => if k = 0 then input else if k = 1 then saved else counter def cfg (label : Option Label) (input saved counter : List Bool) (register : Option Bool := none) : machine.Cfg := ⟨label, ((), register), tapes input saved counter⟩ @[simp] private theorem tapes_zero (input saved counter : List Bool) : tapes input saved counter 0 = input := rfl @[simp] private theorem tapes_one (input saved counter : List Bool) : tapes input saved counter 1 = saved := rfl @[simp] private theorem tapes_two (input saved counter : List Bool) : tapes input saved counter 2 = counter := rfl private theorem update_zero (input saved counter replacement : List Bool) : Function.update (tapes input saved counter) 0 replacement = tapes replacement saved counter := by funext k fin_cases k <;> simp [tapes] private theorem update_one (input saved counter replacement : List Bool) : Function.update (tapes input saved counter) 1 replacement = tapes input replacement counter := by funext k fin_cases k <;> simp [tapes] private theorem update_two (input saved counter replacement : List Bool) : Function.update (tapes input saved counter) 2 replacement = tapes input saved replacement := by funext k fin_cases k <;> simp [tapes] theorem scanStep_nil (saved counter : List Bool) (register : Option Bool) : machine.step (cfg (some 1) [] saved counter register) = some (cfg (some 2) [] saved counter) := by change some (TM2.stepAux (program 1) _ _) = _ simp [program, scan, cfg, TM2.stepAux, tapes, update_zero] rfl theorem scanStep_cons (bit : Bool) (input saved counter : List Bool) (register : Option Bool) : machine.step (cfg (some 1) (bit :: input) saved counter register) = some (cfg (some 1) input (bit :: saved) (true :: counter) (some bit)) := by change some (TM2.stepAux (program 1) _ _) = _ simp [program, scan, cfg, TM2.stepAux, tapes, update_zero, update_one, update_two] rfl theorem scanTrace (input saved counter : List Bool) (register : Option Bool) : (advance machine.step)^[input.length + 1] (some (cfg (some 1) input saved counter register)) = some (cfg (some 2) [] (input.reverse ++ saved) (List.replicate input.length true ++ counter)) := by induction input generalizing saved counter register with | nil => simpa only [List.length_nil, Nat.zero_add, Function.iterate_one, advance_some, List.reverse_nil, List.replicate_zero, List.nil_append] using scanStep_nil saved counter register | cons bit input ih => rw [List.length_cons, Function.iterate_succ_apply] simp only [advance_some] rw [scanStep_cons, ih] simp only [List.reverse_cons, List.append_assoc, List.singleton_append] rw [List.replicate_succ'] simp only [List.append_assoc, List.singleton_append] theorem startStep (input : List Bool) : machine.step (initList machine input) = some (cfg (some 1) input [] [false]) := by change some (TM2.stepAux (program 0) ((),none) _) = _ simp [program, TM2.stepAux, cfg] apply congrArg (fun contents => some (⟨some 1, ((), none), contents⟩ : machine.Cfg)) funext k fin_cases k <;> simp [tapes] theorem restoreTrace (input : List Bool) (n : Nat) : (advance machine.step)^[input.length + 1] (some (cfg (some 2) [] input.reverse (encodeWord n))) = some (cfg (some 3) input [] (encodeWord n)) := by have h := transferAt_fromTapes (Γ := Alphabet) (σ := Unit) 1 0 (by decide) id false 2 (some 3) program (by simp [program]) (tapes [] input.reverse (encodeWord n)) () none have ht : tapesAt 1 0 (tapes [] input.reverse (encodeWord n)) [] input = tapes input [] (encodeWord n) := by funext k fin_cases k <;> simp [tapesAt, tapes] change (nextAt 0 program)^[input.length + 1] (some (cfg (some 2) [] input.reverse (encodeWord n))) = _ simpa only [tapes_one, tapes_zero, List.length_reverse, List.reverse_reverse, List.map_id_fun, id_eq, List.append_nil, ht, nextAt, advance, cfg] using! h theorem reverseCounterTrace (input : List Bool) (n : Nat) : (advance machine.step)^[n + 2] (some (cfg (some 3) input [] (encodeWord n))) = some (cfg (some 4) input (encodeWord n).reverse []) := by have h := transferAt_fromTapes (Γ := Alphabet) (σ := Unit) 2 1 (by decide) id false 3 (some 4) program (by simp [program]) (tapes input [] (encodeWord n)) () none have ht : tapesAt 2 1 (tapes input [] (encodeWord n)) [] (encodeWord n).reverse = tapes input (encodeWord n).reverse [] := by funext k fin_cases k <;> simp [tapesAt, tapes] change (nextAt 1 program)^[n + 2] (some (cfg (some 3) input [] (encodeWord n))) = _ simpa only [tapes_two, tapes_one, List.map_id_fun, id_eq, List.append_nil, encodeWord_length, Nat.add_assoc, ht, nextAt, advance, cfg] using! h theorem prependTrace (input : List Bool) (n : Nat) : (advance machine.step)^[n + 2] (some (cfg (some 4) input (encodeWord n).reverse [])) = some (cfg none (encodeWord n ++ input) [] []) := by have h := transferAt_fromTapes (Γ := Alphabet) (σ := Unit) 1 0 (by decide) id false 4 none program (by simp [program]) (tapes input (encodeWord n).reverse []) () none have ht : tapesAt 1 0 (tapes input (encodeWord n).reverse []) [] (encodeWord n ++ input) = tapes (encodeWord n ++ input) [] [] := by funext k fin_cases k <;> simp [tapesAt, tapes] change (nextAt 0 program)^[n + 2] (some (cfg (some 4) input (encodeWord n).reverse [])) = _ simpa only [tapes_one, tapes_zero, List.length_reverse, List.reverse_reverse, List.map_id_fun, id_eq, encodeWord_length, Nat.add_assoc, ht, nextAt, advance, cfg] using! h theorem stopped_eq_haltList (output : List Bool) : cfg none output [] [] = haltList machine output := by unfold cfg haltList congr 1 funext k fin_cases k <;> simp [tapes, machine] theorem frameTrace (input : List Bool) : (advance machine.step)^[4 * input.length + 7] (some (initList machine input)) = some (haltList machine (encodeWord input.length ++ input)) := by have join : (advance machine.step)^[input.length + 2] ((advance machine.step)^[input.length + 2] ((advance machine.step)^[input.length + 1] ((advance machine.step)^[input.length + 1] ((advance machine.step)^[1] (some (initList machine input)))))) = (advance machine.step)^[4 * input.length + 7] (some (initList machine input)) := by rw [← Function.iterate_add_apply, ← Function.iterate_add_apply, ← Function.iterate_add_apply, ← Function.iterate_add_apply] congr 1 omega rw [← join] simp only [Function.iterate_one, advance_some] rw [startStep, scanTrace] simp only [List.append_nil] change (advance machine.step)^[input.length + 2] ((advance machine.step)^[input.length + 2] ((advance machine.step)^[input.length + 1] (some (cfg (some 2) [] input.reverse (encodeWord input.length))))) = _ rw [restoreTrace, reverseCounterTrace, prependTrace, stopped_eq_haltList] noncomputable def computableInPolyTime : TM2ComputableInPolyTime (id : List Bool → List Bool) id (fun input => encodeWord input.length ++ input) where tm := machine inputAlphabet := Equiv.refl Bool outputAlphabet := Equiv.refl Bool time := 4 * Polynomial.X + 7 outputsFun input := { steps := 4 * input.length + 7 evals_in_steps := by change (advance machine.step)^[4 * input.length + 7] (some (initList machine (input.map id))) = some (haltList machine ((encodeWord input.length ++ input).map id)) simp only [List.map_id_fun, id_eq] exact frameTrace input steps_le_m := by simp } end BinPackingGames.Foundations.Complexity.CookLevin.InputFrame namespace BinPackingGames.Foundations.Complexity.CookLevin.ClockPreparation open Turing MachineComposition open BinPackingGames.Foundations.Hastad.SourceHeaderCounts open PolynomialMachine abbrev PhasePrivate (p : Polynomial Nat) := Fin 5 ⊕ Fin (width p) def Private : List (Polynomial Nat) → Type | [] => Empty | p :: ps => PhasePrivate p ⊕ Private ps abbrev Layout (ps : List (Polynomial Nat)) := Unit ⊕ Private ps def Label : List (Polynomial Nat) → Type | [] => Empty | p :: ps => Eval.Label p ⊕ Label ps def Output : List (Polynomial Nat) → Type | [] => Empty | _ :: ps => Unit ⊕ Output ps instance privateFintype (ps : List (Polynomial Nat)) : Fintype (Private ps) := by induction ps with | nil => exact inferInstanceAs (Fintype Empty) | cons p ps ih => letI := ih exact inferInstanceAs (Fintype (PhasePrivate p ⊕ Private ps)) instance privateDecidableEq (ps : List (Polynomial Nat)) : DecidableEq (Private ps) := by induction ps with | nil => exact inferInstanceAs (DecidableEq Empty) | cons p ps ih => letI := ih exact inferInstanceAs (DecidableEq (PhasePrivate p ⊕ Private ps)) instance labelFintype (ps : List (Polynomial Nat)) : Fintype (Label ps) := by induction ps with | nil => exact inferInstanceAs (Fintype Empty) | cons p ps ih => letI := ih exact inferInstanceAs (Fintype (Eval.Label p ⊕ Label ps)) instance labelDecidableEq (ps : List (Polynomial Nat)) : DecidableEq (Label ps) := by induction ps with | nil => exact inferInstanceAs (DecidableEq Empty) | cons p ps ih => letI := ih exact inferInstanceAs (DecidableEq (Eval.Label p ⊕ Label ps)) instance outputFintype (ps : List (Polynomial Nat)) : Fintype (Output ps) := by induction ps with | nil => exact inferInstanceAs (Fintype Empty) | cons p ps ih => letI := ih exact inferInstanceAs (Fintype (Unit ⊕ Output ps)) def controlSlots (p : Polynomial Nat) (ps : List (Polynomial Nat)) : Fin 6 ↪ Layout (p :: ps) where toFun i := match i.val with | 0 => .inl () | 1 => .inr (.inl (.inl 0)) | 2 => .inr (.inl (.inl 1)) | 3 => .inr (.inl (.inl 2)) | 4 => .inr (.inl (.inl 3)) | _ => .inr (.inl (.inl 4)) inj' := by intro i j h fin_cases i <;> fin_cases j <;> cases h <;> rfl def headLayout (p : Polynomial Nat) (ps : List (Polynomial Nat)) : MachineHorner.Layout (width p) ↪ Layout (p :: ps) where toFun | .inl i => controlSlots p ps i | .inr i => .inr (.inl (.inr i)) inj' := by intro a b h cases a with | inl a => cases b with | inl b => exact congrArg Sum.inl ((controlSlots p ps).injective h) | inr b => fin_cases a <;> cases h | inr a => cases b with | inl b => fin_cases b <;> cases h | inr b => exact congrArg Sum.inr (Sum.inr.inj (Sum.inl.inj (Sum.inr.inj h))) def tailLayout (p : Polynomial Nat) (ps : List (Polynomial Nat)) : Layout ps ↪ Layout (p :: ps) where toFun | .inl _ => .inl () | .inr i => .inr (.inr i) inj' := by intro a b h cases a with | inl a => cases b <;> cases h; rfl | inr a => cases b with | inl b => cases h | inr b => exact congrArg Sum.inr (Sum.inr.inj (Sum.inr.inj h)) variable {K Λ σ : Type} def headSlots {p : Polynomial Nat} {ps : List (Polynomial Nat)} (slots : Layout (p :: ps) ↪ K) : MachineHorner.Layout (width p) ↪ K := (headLayout p ps).trans slots def tailSlots {p : Polynomial Nat} {ps : List (Polynomial Nat)} (slots : Layout (p :: ps) ↪ K) : Layout ps ↪ K := (tailLayout p ps).trans slots @[simp] theorem headSlots_input {p : Polynomial Nat} {ps : List (Polynomial Nat)} (slots : Layout (p :: ps) ↪ K) : headSlots slots (.inl 0) = slots (.inl ()) := by simp only [headSlots, headLayout, controlSlots] rfl @[simp] theorem headSlots_output {p : Polynomial Nat} {ps : List (Polynomial Nat)} (slots : Layout (p :: ps) ↪ K) : headSlots slots (.inl 3) = slots (.inr (.inl (.inl 2))) := rfl @[simp] theorem tailSlots_input {p : Polynomial Nat} {ps : List (Polynomial Nat)} (slots : Layout (p :: ps) ↪ K) : tailSlots slots (.inl ()) = slots (.inl ()) := by simp only [tailSlots] rfl theorem head_output_ne_tail {p : Polynomial Nat} {ps : List (Polynomial Nat)} (slots : Layout (p :: ps) ↪ K) (i : Layout ps) : headSlots slots (.inl 3) ≠ tailSlots slots i := by change slots (.inr (.inl (.inl 2))) ≠ slots (tailLayout p ps i) apply slots.injective.ne cases i <;> intro h <;> cases h def Clean (ps : List (Polynomial Nat)) (slots : Layout ps ↪ K) (base : K → List Bool) : Prop := ∀ i : Private ps, base (slots (.inr i)) = [] theorem head_clean {p : Polynomial Nat} {ps : List (Polynomial Nat)} (slots : Layout (p :: ps) ↪ K) (base : K → List Bool) (h : Clean (p :: ps) slots base) : MachineHorner.Clean (headSlots slots) base := ⟨h (.inl (.inl 0)), h (.inl (.inl 1)), h (.inl (.inl 3)), h (.inl (.inl 4))⟩ theorem head_coefficients_clean {p : Polynomial Nat} {ps : List (Polynomial Nat)} (slots : Layout (p :: ps) ↪ K) (base : K → List Bool) (h : Clean (p :: ps) slots base) (i : Fin (width p)) : base (headSlots slots (.inr i)) = [] := h (.inl (.inr i)) variable [DecidableEq K] theorem tail_clean_after_head {p : Polynomial Nat} {ps : List (Polynomial Nat)} (slots : Layout (p :: ps) ↪ K) (base : K → List Bool) (h : Clean (p :: ps) slots base) (value : Nat) : Clean ps (tailSlots slots) (MachineHorner.resultTapes (headSlots slots) base value) := by intro i rw [MachineHorner.resultTapes, Function.update_of_ne (head_output_ne_tail slots (.inr i)).symm] exact h (.inr i) def entry : (ps : List (Polynomial Nat)) → (Label ps → Λ) → Option Λ → Option Λ | [], _, exit => exit | p :: _, labels, _ => some (labels (.inl (Eval.start p))) def statement : (ps : List (Polynomial Nat)) → (slots : Layout ps ↪ K) → (Label ps → Λ) → Option Λ → Label ps → TM2.Stmt (fun _ : K => Bool) Λ (MachineHorner.State σ) | [], _, _, _, l => Empty.elim l | p :: ps, slots, labels, exit, .inl l => Eval.statement p (headSlots slots) (fun l => labels (.inl l)) (entry ps (fun l => labels (.inr l)) exit) l | _ :: ps, slots, labels, exit, .inr l => statement ps (tailSlots slots) (fun l => labels (.inr l)) exit l def resultTapes : (ps : List (Polynomial Nat)) → (Layout ps ↪ K) → (K → List Bool) → Nat → K → List Bool | [], _, base, _ => base | p :: ps, slots, base, n => resultTapes ps (tailSlots slots) (MachineHorner.resultTapes (headSlots slots) base (p.eval n)) n def steps : List (Polynomial Nat) → Nat → Nat | [], _ => 0 | p :: ps, n => Eval.steps p n + steps ps n def timePolynomial : List (Polynomial Nat) → Polynomial Nat | [] => 0 | p :: ps => PolynomialMachine.timePolynomial p + timePolynomial ps theorem steps_le_timePolynomial (ps : List (Polynomial Nat)) (n : Nat) : steps ps n ≤ (timePolynomial ps).eval n := by induction ps with | nil => simp [steps, timePolynomial] | cons p ps ih => have hp : Eval.steps p n ≤ (PolynomialMachine.timePolynomial p).eval n := by rw [PolynomialMachine.timePolynomial_eval] unfold Eval.steps omega simpa only [steps, timePolynomial, Polynomial.eval_add] using Nat.add_le_add hp ih private theorem trace_trans {A : Type*} (f : A → A) {a b : Nat} {x y z : A} (first : f^[a] x = y) (second : f^[b] y = z) : f^[a + b] x = z := by rw [Nat.add_comm, Function.iterate_add_apply, first, second] theorem trace (ps : List (Polynomial Nat)) (slots : Layout ps ↪ K) (labels : Label ps → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (fun _ : K => Bool) Λ (MachineHorner.State σ)) (atLabels : ∀ l, program (labels l) = statement ps slots labels exit l) (base : K → List Bool) (n : Nat) (hinput : base (slots (.inl ())) = encodeWord n) (clean : Clean ps slots base) (ambient : σ) : (advance (TM2.step program))^[steps ps n] (some ⟨entry ps labels exit, ((ambient, ()), none), base⟩) = some ⟨exit, ((ambient, ()), none), resultTapes ps slots base n⟩ := by induction ps generalizing base with | nil => rfl | cons p ps ih => have first := Eval.trace p (headSlots slots) (fun l => labels (.inl l)) (entry ps (fun l => labels (.inr l)) exit) program (fun l => atLabels (.inl l)) base n (by simpa using hinput) (head_coefficients_clean slots base clean) (head_clean slots base clean) ambient none have hnext : MachineHorner.resultTapes (headSlots slots) base (p.eval n) (tailSlots slots (.inl ())) = encodeWord n := by rw [MachineHorner.resultTapes, Function.update_of_ne (head_output_ne_tail slots (.inl ())).symm] exact hinput have second := ih (tailSlots slots) (fun l => labels (.inr l)) (fun l => atLabels (.inr l)) (MachineHorner.resultTapes (headSlots slots) base (p.eval n)) hnext (tail_clean_after_head slots base clean (p.eval n)) exact trace_trans _ first second def outputSlot : (ps : List (Polynomial Nat)) → Output ps → Layout ps | [], i => Empty.elim i | _ :: _, .inl _ => .inr (.inl (.inl 2)) | p :: ps, .inr i => tailLayout p ps (outputSlot ps i) def outputPolynomial : (ps : List (Polynomial Nat)) → Output ps → Polynomial Nat | [], i => Empty.elim i | p :: _, .inl _ => p | _ :: ps, .inr i => outputPolynomial ps i theorem outputSlot_private (ps : List (Polynomial Nat)) (i : Output ps) : ∃ k : Private ps, outputSlot ps i = .inr k := by induction ps with | nil => exact Empty.elim i | cons p ps ih => cases i with | inl i => exact ⟨.inl (.inl 2), rfl⟩ | inr i => obtain ⟨k, hk⟩ := ih i refine ⟨.inr k, ?_⟩ simp only [outputSlot, hk, tailLayout] rfl theorem outputSlot_ne_input (ps : List (Polynomial Nat)) (i : Output ps) : outputSlot ps i ≠ .inl () := by obtain ⟨k, hk⟩ := outputSlot_private ps i rw [hk] intro h cases h theorem outputSlot_injective (ps : List (Polynomial Nat)) : Function.Injective (outputSlot ps) := by induction ps with | nil => intro i; exact Empty.elim i | cons p ps ih => intro i j h cases i with | inl i => cases j with | inl j => cases i; cases j; rfl | inr j => exact False.elim ((head_output_ne_tail (Function.Embedding.refl (Layout (p :: ps))) (outputSlot ps j)) h) | inr i => cases j with | inl j => exact False.elim ((head_output_ne_tail (Function.Embedding.refl (Layout (p :: ps))) (outputSlot ps i)) h.symm) | inr j => exact congrArg Sum.inr (ih ((tailLayout p ps).injective h)) theorem resultTapes_off_outputs (ps : List (Polynomial Nat)) (slots : Layout ps ↪ K) (base : K → List Bool) (n : Nat) (k : K) (hk : ∀ i : Output ps, slots (outputSlot ps i) ≠ k) : resultTapes ps slots base n k = base k := by induction ps generalizing base with | nil => rfl | cons p ps ih => change resultTapes ps (tailSlots slots) (MachineHorner.resultTapes (headSlots slots) base (p.eval n)) n k = base k rw [ih _ _ (fun i => hk (.inr i))] exact Function.update_of_ne (hk (.inl ())).symm _ _ theorem resultTapes_input (ps : List (Polynomial Nat)) (slots : Layout ps ↪ K) (base : K → List Bool) (n : Nat) : resultTapes ps slots base n (slots (.inl ())) = base (slots (.inl ())) := by apply resultTapes_off_outputs intro i hi exact outputSlot_ne_input ps i (slots.injective hi) theorem resultTapes_output (ps : List (Polynomial Nat)) (slots : Layout ps ↪ K) (base : K → List Bool) (n : Nat) (clean : Clean ps slots base) (i : Output ps) : resultTapes ps slots base n (slots (outputSlot ps i)) = encodeWord ((outputPolynomial ps i).eval n) := by induction ps generalizing base with | nil => exact Empty.elim i | cons p ps ih => cases i with | inl i => change resultTapes ps (tailSlots slots) (MachineHorner.resultTapes (headSlots slots) base (p.eval n)) n (headSlots slots (.inl 3)) = encodeWord (p.eval n) rw [resultTapes_off_outputs _ _ _ _ _ (fun i => (head_output_ne_tail slots (outputSlot ps i)).symm)] rw [MachineHorner.resultTapes_output] simp only [headSlots_output, clean (.inl (.inl 2)), List.append_nil] | inr i => exact ih (tailSlots slots) _ (tail_clean_after_head slots base clean _) i theorem resultTapes_work_clear (ps : List (Polynomial Nat)) (slots : Layout ps ↪ K) (base : K → List Bool) (n : Nat) (clean : Clean ps slots base) (k : Private ps) (hk : ∀ i : Output ps, outputSlot ps i ≠ .inr k) : resultTapes ps slots base n (slots (.inr k)) = [] := by rw [resultTapes_off_outputs _ _ _ _ _ (fun i h => hk i (slots.injective h))] exact clean k theorem resultTapes_ambient (ps : List (Polynomial Nat)) (slots : Layout ps ↪ K) (base : K → List Bool) (n : Nat) (k : K) (hk : k ∉ Set.range slots) : resultTapes ps slots base n k = base k := by apply resultTapes_off_outputs intro i hi exact hk ⟨outputSlot ps i, hi⟩ abbrev ProgramLabel (ps : List (Polynomial Nat)) := Unit ⊕ Label ps def program (ps : List (Polynomial Nat)) (slots : Layout ps ↪ K) : ProgramLabel ps → TM2.Stmt (fun _ : K => Bool) (ProgramLabel ps) (MachineHorner.State σ) | .inl _ => .load (fun state => (state.1, none)) (Reduction.MachineTransfer.exitAt (slots (.inl ())) (entry ps Sum.inr none)) | .inr l => statement ps slots Sum.inr none l theorem programTrace (ps : List (Polynomial Nat)) (slots : Layout ps ↪ K) (base : K → List Bool) (n : Nat) (hinput : base (slots (.inl ())) = encodeWord n) (clean : Clean ps slots base) (ambient : σ) (register : Option Bool) : (advance (TM2.step (program ps slots)))^[1 + steps ps n] (some ⟨some (.inl ()), ((ambient, ()), register), base⟩) = some ⟨none, ((ambient, ()), none), resultTapes ps slots base n⟩ := by have first : (advance (TM2.step (program ps slots)))^[1] (some ⟨some (.inl ()), ((ambient, ()), register), base⟩) = some ⟨entry ps Sum.inr none, ((ambient, ()), none), base⟩ := by change some (TM2.stepAux (program ps slots (.inl ())) _ _) = _ simp only [program, TM2.stepAux] cases h : entry ps (Sum.inr : Label ps → ProgramLabel ps) none <;> rfl have rest := trace ps slots Sum.inr none (program ps slots) (fun _ => rfl) base n hinput clean ambient exact trace_trans _ first rest def programInTime (ps : List (Polynomial Nat)) (slots : Layout ps ↪ K) (base : K → List Bool) (n : Nat) (hinput : base (slots (.inl ())) = encodeWord n) (clean : Clean ps slots base) (ambient : σ) (register : Option Bool) : StateTransition.EvalsToInTime (TM2.step (program ps slots)) ⟨some (.inl ()), ((ambient, ()), register), base⟩ (some ⟨none, ((ambient, ()), none), resultTapes ps slots base n⟩) ((1 + timePolynomial ps).eval n) where steps := 1 + steps ps n evals_in_steps := programTrace ps slots base n hinput clean ambient register steps_le_m := by simp only [Polynomial.eval_add, Polynomial.eval_one] exact Nat.add_le_add_left (steps_le_timePolynomial ps n) 1 abbrev Tape (ps : List (Polynomial Nat)) := Layout ps ⊕ Unit def machineSlots (ps : List (Polynomial Nat)) : Layout ps ↪ Tape ps := ⟨Sum.inl, Sum.inl_injective⟩ def machine (ps : List (Polynomial Nat)) : FinTM2 where K := Tape ps k₀ := .inr () k₁ := .inr () Γ _ := Bool Λ := ProgramLabel ps main := .inl () σ := MachineHorner.State Unit initialState := (((), ()), none) m := program ps (machineSlots ps) theorem machine_rawInput_preserved (ps : List (Polynomial Nat)) (base : Tape ps → List Bool) (n : Nat) : resultTapes ps (machineSlots ps) base n (.inr ()) = base (.inr ()) := by apply resultTapes_ambient rintro ⟨i, hi⟩ cases hi def machineInTime (ps : List (Polynomial Nat)) (base : Tape ps → List Bool) (n : Nat) (hinput : base ((machineSlots ps) (.inl ())) = encodeWord n) (clean : Clean ps (machineSlots ps) base) (register : Option Bool) : StateTransition.EvalsToInTime (machine ps).step ⟨some (.inl ()), (((), ()), register), base⟩ (some ⟨none, (((), ()), none), resultTapes ps (machineSlots ps) base n⟩) ((1 + timePolynomial ps).eval n) := programInTime ps (machineSlots ps) base n hinput clean () register inductive Clock | witness | horizon | capacity | width | frameWidth | inputCount deriving DecidableEq protected abbrev Clock.enumList : List Clock := [.witness, .horizon, .capacity, .width, .frameWidth, .inputCount] protected theorem Clock.enumList_getElem?_ctorIdx_eq (x : Clock) : Clock.enumList[x.ctorIdx]? = some x := by cases x <;> rfl protected theorem Clock.enumList_nodup : Clock.enumList.Nodup := by decide instance : Fintype Clock where elems := ⟨Clock.enumList, Clock.enumList_nodup⟩ complete x := by cases x <;> decide def clockPolynomial (V : NPVerifier) : Clock → Polynomial Nat | .witness => V.witnessBound | .horizon => Bounds.horizonPolynomial V.computation.time V.witnessBound | .capacity => Bounds.capacityPolynomial V.computation.time V.witnessBound (Runtime.programPushBound V.computation.tm) | .width => VerifierCircuit.widthPolynomial V | .frameWidth => VerifierCircuit.widthPolynomial V + 1 | .inputCount => WitnessEncoding.freeInputPolynomial V.witnessBound def clockPolynomials (V : NPVerifier) : List (Polynomial Nat) := [clockPolynomial V .witness, clockPolynomial V .horizon, clockPolynomial V .capacity, clockPolynomial V .width, clockPolynomial V .frameWidth, clockPolynomial V .inputCount] def clockOutput (V : NPVerifier) : Clock → Output (clockPolynomials V) | .witness => .inl () | .horizon => .inr (.inl ()) | .capacity => .inr (.inr (.inl ())) | .width => .inr (.inr (.inr (.inl ()))) | .frameWidth => .inr (.inr (.inr (.inr (.inl ())))) | .inputCount => .inr (.inr (.inr (.inr (.inr (.inl ()))))) def clockValue (V : NPVerifier) (n : Nat) : Clock → Nat | .witness => V.witnessBound.eval n | .horizon => V.horizon n | .capacity => VerifierCircuit.capacity V n | .width => (VerifierCircuit.indexing V).width (VerifierCircuit.capacity V n) | .frameWidth => (VerifierCircuit.indexing V).width (VerifierCircuit.capacity V n) + 1 | .inputCount => 2 * V.witnessBound.eval n + 1 @[simp] theorem outputPolynomial_clockOutput (V : NPVerifier) (c : Clock) : outputPolynomial (clockPolynomials V) (clockOutput V c) = clockPolynomial V c := by cases c <;> rfl theorem clockPolynomial_eval (V : NPVerifier) (n : Nat) (c : Clock) : (clockPolynomial V c).eval n = clockValue V n c := by cases c <;> simp [clockPolynomial, clockValue, VerifierCircuit.widthPolynomial, VerifierCircuit.capacity, NPVerifier.horizon, ConfigIndex.Indexing.width, Nat.mul_comm] theorem clockResult_output (V : NPVerifier) (slots : Layout (clockPolynomials V) ↪ K) (base : K → List Bool) (n : Nat) (clean : Clean (clockPolynomials V) slots base) (c : Clock) : resultTapes (clockPolynomials V) slots base n (slots (outputSlot (clockPolynomials V) (clockOutput V c))) = encodeWord (clockValue V n c) := by rw [resultTapes_output _ _ _ _ clean, outputPolynomial_clockOutput, clockPolynomial_eval] def clocksInTime (V : NPVerifier) (slots : Layout (clockPolynomials V) ↪ K) (base : K → List Bool) (n : Nat) (hinput : base (slots (.inl ())) = encodeWord n) (clean : Clean (clockPolynomials V) slots base) (ambient : σ) (register : Option Bool) : StateTransition.EvalsToInTime (TM2.step (program (clockPolynomials V) slots)) ⟨some (.inl ()), ((ambient, ()), register), base⟩ (some ⟨none, ((ambient, ()), none), resultTapes (clockPolynomials V) slots base n⟩) ((1 + timePolynomial (clockPolynomials V)).eval n) := programInTime (clockPolynomials V) slots base n hinput clean ambient register end BinPackingGames.Foundations.Complexity.CookLevin.ClockPreparation namespace BinPackingGames.Foundations.Complexity.CookLevin.VerifierFront open Turing MachineComposition open BinPackingGames.Foundations.Hastad abbrev Tape (V : NPVerifier) := Fin 3 ⊕ ClockPreparation.Layout (ClockPreparation.clockPolynomials V) abbrev ExtraLabel (V : NPVerifier) := Fin 4 ⊕ ClockPreparation.ProgramLabel (ClockPreparation.clockPolynomials V) abbrev Label (V : NPVerifier) := InputFrame.Label ⊕ ExtraLabel V abbrev State (A : Type) := A × Option Bool abbrev EmbeddedAlphabet (V : NPVerifier) := MachineEmbedding.Alphabet InputFrame.Alphabet (fun _ : ClockPreparation.Layout (ClockPreparation.clockPolynomials V) => Bool) def raw (V : NPVerifier) : Tape V := .inl 0 def stream (V : NPVerifier) : Tape V := .inl 1 def scratch (V : NPVerifier) : Tape V := .inl 2 def clockSlots (V : NPVerifier) : ClockPreparation.Layout (ClockPreparation.clockPolynomials V) ↪ Tape V := ⟨Sum.inr, Sum.inr_injective⟩ def lengthTape (V : NPVerifier) : Tape V := clockSlots V (.inl ()) def clockTape (V : NPVerifier) (c : ClockPreparation.Clock) : Tape V := clockSlots V (ClockPreparation.outputSlot _ (ClockPreparation.clockOutput V c)) def phase (V : NPVerifier) (i : Fin 4) : Label V := .inr (.inl i) def clockLabel (V : NPVerifier) (l : ClockPreparation.ProgramLabel (ClockPreparation.clockPolynomials V)) : Label V := .inr (.inr l) def frameStates (A : Type) : (InputFrame.State × A) ≃ State A where toFun s := (s.2, s.1.2) invFun s := (((), s.2), s.1) left_inv := by rintro ⟨⟨⟨⟩, r⟩, a⟩; rfl right_inv _ := rfl def clockStates (A : Type) : MachineHorner.State A ≃ State A where toFun s := (s.1.1, s.2) invFun s := ((s.1, ()), s.2) left_inv := by rintro ⟨⟨a, ⟨⟩⟩, r⟩; rfl right_inv _ := rfl theorem alphabet_eq (V : NPVerifier) : EmbeddedAlphabet V = (fun _ : Tape V => Bool) := by funext k cases k <;> rfl variable {A : Type} def extraProgram (V : NPVerifier) : ExtraLabel V → TM2.Stmt (fun _ : Tape V => Bool) (Label V) (State A) | .inl i => if i = 0 then Reduction.MachineTransfer.loopAt (raw V) (scratch V) id false (phase V 0) (some (phase V 1)) else if i = 1 then MachineCopy.forkLoop (scratch V) (raw V) (stream V) false (phase V 1) (some (phase V 2)) else if i = 2 then SourceMachine.fieldStart (lengthTape V) (phase V 3) else SourceMachine.fieldLoop (raw V) (lengthTape V) (phase V 3) (some (clockLabel V (.inl ()))) | .inr l => MachineSubroutine.statement (clockLabel V) none (MachineStateEquiv.statement (clockStates A) (ClockPreparation.program (ClockPreparation.clockPolynomials V) (clockSlots V) l)) def innerExtra (V : NPVerifier) : ExtraLabel V → TM2.Stmt (EmbeddedAlphabet V) (Label V) (InputFrame.State × A) := fun l => MachineStateEquiv.statement (frameStates A).symm (MachineAlphabetTransport.statement (alphabet_eq V).symm (extraProgram V l)) def embeddedProgram (V : NPVerifier) : Label V → TM2.Stmt (EmbeddedAlphabet V) (Label V) (InputFrame.State × A) := MachineEmbedding.program (some (phase V 0)) InputFrame.program (innerExtra V) def program (V : NPVerifier) : Label V → TM2.Stmt (fun _ : Tape V => Bool) (Label V) (State A) := MachineAlphabetTransport.program (alphabet_eq V) (MachineStateEquiv.program (frameStates A) (embeddedProgram V)) @[simp] theorem program_extra (V : NPVerifier) (l : ExtraLabel V) : program (A := A) V (.inr l) = extraProgram V l := by simp only [program, MachineAlphabetTransport.program, MachineStateEquiv.program, embeddedProgram, MachineEmbedding.program, innerExtra] have h := MachineStateEquiv.statement_symm_statement (frameStates A).symm (MachineAlphabetTransport.statement (alphabet_eq V).symm (extraProgram (A := A) V l)) simp only [Equiv.symm_symm] at h rw [h] exact MachineAlphabetTransport.statement_roundtrip _ _ def frameTapes (V : NPVerifier) (word : List Bool) : Tape V → List Bool | .inl i => if i = 0 then word else [] | .inr _ => [] def framedTapes (V : NPVerifier) (input : List Bool) : Tape V → List Bool := frameTapes V (encodeWord input.length ++ input) def copiedTapes (V : NPVerifier) (input : List Bool) : Tape V → List Bool := Function.update (framedTapes V input) (stream V) (encodeWord input.length ++ input) def seedTapes (V : NPVerifier) (input : List Bool) : Tape V → List Bool := Function.update (Function.update (copiedTapes V input) (raw V) input) (lengthTape V) (encodeWord input.length) def preparedTapes (V : NPVerifier) (input : List Bool) : Tape V → List Bool := ClockPreparation.resultTapes (ClockPreparation.clockPolynomials V) (clockSlots V) (seedTapes V input) input.length private theorem alphabet_tapes_apply {K : Type} {Γ Δ : K → Type} (h : Γ = Δ) (base : ∀ k, List (Γ k)) (k : K) : MachineAlphabetTransport.tapes h base k = Eq.mp (congrArg (fun alphabet => List (alphabet k)) h) (base k) := by cases h rfl theorem uniform_frame_tapes (V : NPVerifier) (word : List Bool) : MachineAlphabetTransport.tapes (alphabet_eq V) (MachineEmbedding.tapes (InputFrame.tapes word [] []) (fun _ => [])) = frameTapes V word := by funext k rw [alphabet_tapes_apply] cases k with | inl i => fin_cases i <;> rfl | inr k => rfl def frameInTime (V : NPVerifier) (input : List Bool) (ambient : A) : StateTransition.EvalsToInTime (TM2.step (program V)) ⟨some (.inl 0), (ambient, none), frameTapes V input⟩ (some ⟨some (phase V 0), (ambient, none), framedTapes V input⟩) (4 * input.length + 7) := by have hi : initList InputFrame.machine input = InputFrame.cfg (some 0) input [] [] := by unfold initList InputFrame.cfg congr 1 funext i fin_cases i <;> simp [InputFrame.machine, InputFrame.tapes] let original : StateTransition.EvalsToInTime (TM2.step InputFrame.program) (InputFrame.cfg (some 0) input [] []) (some (InputFrame.cfg none (encodeWord input.length ++ input) [] [])) (4 * input.length + 7) := { steps := 4 * input.length + 7 evals_in_steps := by rw [← hi, InputFrame.stopped_eq_haltList] exact InputFrame.frameTrace input steps_le_m := le_rfl } have em := embeddedExecution (some (phase V 0)) ambient (fun _ => []) InputFrame.program (innerExtra V) original have st := MachineStateEquiv.execution (frameStates A) (embeddedProgram V) em have result := MachineAlphabetTransport.executionInTime (alphabet_eq V) (MachineStateEquiv.program (frameStates A) (embeddedProgram V)) st simpa only [program, InputFrame.cfg, MachineAlphabetTransport.configuration_mk, MachineStateEquiv.configuration, MachineEmbedding.configuration, MachineEmbedding.label, Option.map_some, frameStates, Equiv.coe_fn_mk, uniform_frame_tapes, framedTapes] using result def copyInTime (V : NPVerifier) (input : List Bool) (ambient : A) : StateTransition.EvalsToInTime (TM2.step (program V)) ⟨some (phase V 0), (ambient, none), framedTapes V input⟩ (some ⟨some (phase V 2), (ambient, none), copiedTapes V input⟩) (4 * input.length + 4) := by have run := MachineCopy.copyInTime (raw V) (stream V) (scratch V) (by simp [raw, stream]) (by simp [raw, scratch]) (by simp [stream, scratch]) false (phase V 0) (phase V 1) (some (phase V 2)) (program V) (by simp [phase, extraProgram]) (by simp [phase, extraProgram]) (framedTapes V input) (by simp [framedTapes, frameTapes, scratch]) ambient none have hb : 2 * ((framedTapes V input (raw V)).length + 1) = 4 * input.length + 4 := by simp only [framedTapes, frameTapes, raw, ite_true, List.length_append, encodeWord_length] omega rw [hb] at run simpa [framedTapes, frameTapes, raw, stream, copiedTapes] using run def fieldInTime (V : NPVerifier) (input : List Bool) (ambient : A) : StateTransition.EvalsToInTime (TM2.step (program V)) ⟨some (phase V 2), (ambient, none), copiedTapes V input⟩ (some ⟨some (clockLabel V (.inl ())), (ambient, none), seedTapes V input⟩) (input.length + 2) := by have run := SourceMachine.fieldInTime (raw V) (lengthTape V) (by simp [raw, lengthTape, clockSlots]) (phase V 2) (phase V 3) (some (clockLabel V (.inl ()))) (program V) (by simp [phase, extraProgram]) (by simp [phase, extraProgram]) (copiedTapes V input) input.length input (by simp [copiedTapes, raw, stream, framedTapes, frameTapes]) ambient none simpa [SourceMachine.fieldTapes, seedTapes, copiedTapes, lengthTape, clockSlots, stream, framedTapes, frameTapes] using run theorem seed_input (V : NPVerifier) (input : List Bool) : seedTapes V input (clockSlots V (.inl ())) = encodeWord input.length := by simp [seedTapes, lengthTape] theorem seed_clean (V : NPVerifier) (input : List Bool) : ClockPreparation.Clean (ClockPreparation.clockPolynomials V) (clockSlots V) (seedTapes V input) := by intro i simp [seedTapes, copiedTapes, framedTapes, frameTapes, lengthTape, raw, stream, clockSlots] def clocksInTime (V : NPVerifier) (input : List Bool) (ambient : A) : StateTransition.EvalsToInTime (TM2.step (program V)) ⟨some (clockLabel V (.inl ())), (ambient, none), seedTapes V input⟩ (some ⟨none, (ambient, none), preparedTapes V input⟩) ((1 + ClockPreparation.timePolynomial (ClockPreparation.clockPolynomials V)).eval input.length) := by have original := ClockPreparation.clocksInTime V (clockSlots V) (seedTapes V input) input.length (seed_input V input) (seed_clean V input) ambient none have st := MachineStateEquiv.execution (clockStates A) (ClockPreparation.program (ClockPreparation.clockPolynomials V) (clockSlots V)) original have sub := MachineSubroutine.execution (clockLabel V) none (MachineStateEquiv.program (clockStates A) (ClockPreparation.program (ClockPreparation.clockPolynomials V) (clockSlots V))) (program V) (by intro l; simp [clockLabel, extraProgram, MachineStateEquiv.program]) st simpa only [MachineSubroutine.configuration, MachineSubroutine.label, MachineStateEquiv.configuration, Option.map_some, clockStates, Equiv.coe_fn_mk, preparedTapes] using sub def timePolynomial (V : NPVerifier) : Polynomial Nat := Polynomial.C 9 * Polynomial.X + Polynomial.C 14 + ClockPreparation.timePolynomial (ClockPreparation.clockPolynomials V) def prepareInTime (V : NPVerifier) (input : List Bool) (ambient : A) : StateTransition.EvalsToInTime (TM2.step (program V)) ⟨some (.inl 0), (ambient, none), frameTapes V input⟩ (some ⟨none, (ambient, none), preparedTapes V input⟩) ((timePolynomial V).eval input.length) := by let one := frameInTime V input ambient let two := copyInTime V input ambient let three := fieldInTime V input ambient let four := clocksInTime V input ambient let a := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ one two let b := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ a three let c := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ b four exact { toEvalsTo := c.toEvalsTo steps_le_m := by have h := c.steps_le_m simp only [timePolynomial, Polynomial.eval_add, Polynomial.eval_mul, Polynomial.eval_C, Polynomial.eval_X, Polynomial.eval_one] at * omega } def callerInTime {Λ : Type} (V : NPVerifier) (labels : Label V → Λ) (exit : Option Λ) (caller : Λ → TM2.Stmt (fun _ : Tape V => Bool) Λ (State A)) (atLabels : ∀ l, caller (labels l) = MachineSubroutine.statement labels exit (program V l)) (input : List Bool) (ambient : A) : StateTransition.EvalsToInTime (TM2.step caller) ⟨some (labels (.inl 0)), (ambient, none), frameTapes V input⟩ (some ⟨exit, (ambient, none), preparedTapes V input⟩) ((timePolynomial V).eval input.length) := by exact MachineSubroutine.execution labels exit (program V) caller atLabels (prepareInTime V input ambient) theorem prepared_raw (V : NPVerifier) (input : List Bool) : preparedTapes V input (raw V) = input := by rw [preparedTapes, ClockPreparation.resultTapes_ambient] · simp [seedTapes, lengthTape, clockSlots, raw] · rintro ⟨i, hi⟩ cases hi theorem prepared_stream (V : NPVerifier) (input : List Bool) : preparedTapes V input (stream V) = encodeWord input.length ++ input := by rw [preparedTapes, ClockPreparation.resultTapes_ambient] · simp [seedTapes, lengthTape, clockSlots, raw, stream, copiedTapes] · rintro ⟨i, hi⟩ cases hi theorem prepared_length (V : NPVerifier) (input : List Bool) : preparedTapes V input (lengthTape V) = encodeWord input.length := by rw [preparedTapes, ClockPreparation.resultTapes_off_outputs] · exact seed_input V input · intro i h exact ClockPreparation.outputSlot_ne_input _ i ((clockSlots V).injective h) theorem prepared_clock (V : NPVerifier) (input : List Bool) (c : ClockPreparation.Clock) : preparedTapes V input (clockTape V c) = encodeWord (ClockPreparation.clockValue V input.length c) := ClockPreparation.clockResult_output V (clockSlots V) (seedTapes V input) input.length (seed_clean V input) c theorem clockOutput_surjective (V : NPVerifier) : Function.Surjective (ClockPreparation.clockOutput V) := by intro i rcases i with (⟨⟩ | (⟨⟩ | (⟨⟩ | (⟨⟩ | (⟨⟩ | (⟨⟩ | i)))))) · exact ⟨.witness, rfl⟩ · exact ⟨.horizon, rfl⟩ · exact ⟨.capacity, rfl⟩ · exact ⟨.width, rfl⟩ · exact ⟨.frameWidth, rfl⟩ · exact ⟨.inputCount, rfl⟩ · exact Empty.elim i theorem prepared_work_clear (V : NPVerifier) (input : List Bool) (k : Tape V) (hr : k ≠ raw V) (hs : k ≠ stream V) (hn : k ≠ lengthTape V) (hc : ∀ c, k ≠ clockTape V c) : preparedTapes V input k = [] := by rw [preparedTapes, ClockPreparation.resultTapes_off_outputs] · simp only [seedTapes, Function.update_of_ne hn, Function.update_of_ne hr, copiedTapes, Function.update_of_ne hs, framedTapes] cases k with | inl i => have hi : i ≠ 0 := by intro h; exact hr (congrArg Sum.inl h) simp [frameTapes, hi] | inr i => rfl · intro i h obtain ⟨c, rfl⟩ := clockOutput_surjective V i exact hc c h.symm def machine (V : NPVerifier) : FinTM2 where K := Tape V k₀ := raw V k₁ := stream V Γ _ := Bool Λ := Label V main := .inl 0 σ := State Unit initialState := ((), none) m := program V theorem initial_configuration (V : NPVerifier) (input : List Bool) : initList (machine V) input = (⟨some (.inl 0), ((), none), frameTapes V input⟩ : (machine V).Cfg) := by unfold initList congr 1 funext k cases k with | inl i => (by_cases hi : i = 0 <;> simp [machine, raw, frameTapes, hi]); rfl | inr i => simp [machine, raw, frameTapes] def machineInTime (V : NPVerifier) (input : List Bool) : StateTransition.EvalsToInTime (machine V).step (initList (machine V) input) (some ⟨none, ((), none), preparedTapes V input⟩) ((timePolynomial V).eval input.length) := by rw [initial_configuration] exact prepareInTime V input () theorem finite_work_alphabets (V : NPVerifier) (k : (machine V).K) : Finite ((machine V).Γ k) := by change Finite Bool infer_instance end BinPackingGames.Foundations.Complexity.CookLevin.VerifierFront end end OAI