import OAI.Computability.BinPacking.Computation.PoweringMasterState namespace OAI namespace BinPackingGames.Foundations.Hastad.SourceClauseLookup open Turing open BinPackingGames.Foundations.Complexity open MachineComposition SourceMachine section Discard variable {K Λ σ : Type} [DecidableEq K] theorem discardFieldsTrace (source : K) (label : Nat → Λ) (program : Λ → TM2.Stmt (Alphabet (K := K)) Λ (σ × Option Bool)) (base : K → List Bool) (offset : Nat) (values : List Nat) (suffix : List Bool) (atLoop : ∀ r, r < values.length → program (label (offset + r)) = MachineLookup.discard source (label (offset + r)) (label (offset + r + 1))) (hinput : base source = encodeWords values ++ suffix) (ambient : σ) : (advance (TM2.step program))^[(encodeWords values).length] (some ⟨some (label offset), (ambient, none), base⟩) = some ⟨some (label (offset + values.length)), (ambient, none), Function.update base source suffix⟩ := by induction values generalizing base offset with | nil => have hbase : Function.update base source suffix = base := by have hs : base source = suffix := by simpa only [encodeWords, List.nil_append] using hinput funext p by_cases hp : p = source · subst p; simp [hs] · simp [hp] simp only [encodeWords, List.length_nil, Nat.add_zero, Function.iterate_zero_apply, hbase] | cons n rest ih => have hs : program (label offset) = MachineLookup.discard source (label offset) (label (offset + 1)) := by simpa only [Nat.add_zero] using atLoop 0 (by simp) have hin : base source = encodeWord n ++ (encodeWords rest ++ suffix) := by simpa only [encodeWords, List.append_assoc] using hinput have first := MachineLookup.discardTrace source (label offset) (label (offset + 1)) program hs base n (encodeWords rest ++ suffix) hin ambient none have htail : ∀ r, r < rest.length → program (label (offset + 1 + r)) = MachineLookup.discard source (label (offset + 1 + r)) (label (offset + 1 + r + 1)) := by intro r hr simpa [Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using atLoop (r + 1) (by simp; omega) have second := ih (Function.update base source (encodeWords rest ++ suffix)) (offset + 1) htail (by simp) rw [show (encodeWords (n :: rest)).length = (encodeWords rest).length + (n + 1) by simp only [encodeWords, List.length_append, encodeWord_length] omega] rw [Function.iterate_add_apply, first] simpa [Function.update_idem, Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using second end Discard inductive Tape | formula | index | work | scratch | field (slot : Fin 6) deriving DecidableEq, Fintype inductive Label | copyOut | copyBack | headerFirst | headerSecond | guard | skip (slot : Fin 6) | read (slot : Fin 7 × Bool) deriving DecidableEq, Fintype def fieldDestination (r : Nat) : Tape := .field ⟨min r 5, by omega⟩ def readStart (r : Nat) : Label := .read (SourceFieldArray.boundedIndex 6 r, false) def readLoop (r : Nat) : Label := .read (SourceFieldArray.boundedIndex 6 r, true) def skipLabel (r : Nat) : Label := if h : r < 6 then .skip ⟨r, h⟩ else .guard def headerLabel (r : Nat) : Label := if r = 0 then .headerFirst else if r = 1 then .headerSecond else .guard def program : Label → TM2.Stmt (fun _ : Tape => Bool) Label (Unit × Option Bool) | .copyOut => Reduction.MachineTransfer.loopAt .formula .scratch id false .copyOut (some .copyBack) | .copyBack => MachineCopy.forkLoop .scratch .formula .work false .copyBack (some .headerFirst) | .headerFirst => MachineLookup.discard .work .headerFirst .headerSecond | .headerSecond => MachineLookup.discard .work .headerSecond .guard | .guard => MachineUnaryCounter.guard .index (skipLabel 0) (readStart 0) | .skip slot => MachineLookup.discard .work (.skip slot) (skipLabel (slot.val + 1)) | .read slot => if slot.1.val < 6 then if slot.2 then fieldLoop .work (fieldDestination slot.1.val) (.read (slot.1, true)) (some (readStart (slot.1.val + 1))) else fieldStart (fieldDestination slot.1.val) (.read (slot.1, true)) else SourceFieldArray.finish .work none def machine : FinTM2 where K := Tape k₀ := .formula k₁ := .field 0 Γ _ := Bool Λ := Label main := .copyOut σ := Unit × Option Bool initialState := ((), none) m := program theorem atSkip (r : Nat) (hr : r < 6) : program (skipLabel r) = MachineLookup.discard .work (skipLabel r) (skipLabel (r + 1)) := by simp [skipLabel, hr, program] theorem atReadStart (r : Nat) (hr : r < 6) : program (readStart r) = fieldStart (fieldDestination r) (readLoop r) := by simp [program, readStart, readLoop, SourceFieldArray.boundedIndex_val hr.le, hr] theorem atReadLoop (r : Nat) (hr : r < 6) : program (readLoop r) = fieldLoop .work (fieldDestination r) (readLoop r) (some (readStart (r + 1))) := by simp [program, readStart, readLoop, SourceFieldArray.boundedIndex_val hr.le, hr] theorem atReadDone : program (readStart 6) = SourceFieldArray.finish .work none := by simp [program, readStart, SourceFieldArray.boundedIndex] theorem discardHeadersTrace (base : Tape → List Bool) (variableCount clauses : Nat) (suffix : List Bool) (hinput : base .work = encodeWords [variableCount, clauses] ++ suffix) : (advance (TM2.step program))^[variableCount + clauses + 2] (some ⟨some .headerFirst, ((), none), base⟩) = some ⟨some .guard, ((), none), Function.update base .work suffix⟩ := by have ht := discardFieldsTrace .work headerLabel program base 0 [variableCount, clauses] suffix (by intro r hr have he : r = 0 ∨ r = 1 := by simp at hr; omega rcases he with rfl | rfl <;> rfl) hinput () simpa [encodeWords_length, headerLabel] using ht theorem discardSixTrace (base : Tape → List Bool) (values : List Nat) (hlen : values.length = 6) (suffix : List Bool) (hinput : base .work = encodeWords values ++ suffix) : (advance (TM2.step program))^[(encodeWords values).length] (some ⟨some (skipLabel 0), ((), none), base⟩) = some ⟨some .guard, ((), none), Function.update base .work suffix⟩ := by have ht := discardFieldsTrace .work skipLabel program base 0 values suffix (by intro r hr; simpa only [Nat.zero_add] using atSkip r (by omega)) hinput () simpa [hlen, skipLabel] using ht theorem readSixTrace (base : Tape → List Bool) (values : List Nat) (hlen : values.length = 6) (suffix : List Bool) (hinput : base .work = encodeWords values ++ suffix) : (advance (TM2.step program))^[(encodeWords values).length + 7] (some ⟨some (readStart 0), ((), none), base⟩) = some ⟨none, ((), none), SourceFieldArray.sequenceTapes .work fieldDestination base 0 values suffix⟩ := by have ht := SourceFieldArray.sequenceTrace .work fieldDestination readStart readLoop none program base 0 values suffix (by intro r hr; simp [fieldDestination]) (by intro r hr; simpa only [Nat.zero_add] using atReadStart r (by omega)) (by intro r hr; simpa only [Nat.zero_add] using atReadLoop r (by omega)) (by simpa [hlen] using atReadDone) hinput () none have htime : values.sum + 2 * values.length + 1 = (encodeWords values).length + 7 := by rw [encodeWords_length, hlen] simpa only [Nat.zero_add, htime] using ht def scanTapes (base : Tape → List Bool) (index : Nat) (indexSuffix input : List Bool) : Tape → List Bool := MachineUnaryCounter.counterTapes .index (Function.update base .work input) index indexSuffix @[simp] theorem scanTapes_work (base : Tape → List Bool) (i : Nat) (indexSuffix input : List Bool) : scanTapes base i indexSuffix input .work = input := by simp [scanTapes, MachineUnaryCounter.counterTapes] @[simp] theorem scanTapes_index (base : Tape → List Bool) (i : Nat) (indexSuffix input : List Bool) : scanTapes base i indexSuffix input .index = encodeWord i ++ indexSuffix := by simp [scanTapes, MachineUnaryCounter.counterTapes] theorem scanTapes_other (base : Tape → List Bool) (i : Nat) (indexSuffix input : List Bool) (p : Tape) (hi : p ≠ .index) (hw : p ≠ .work) : scanTapes base i indexSuffix input p = base p := by simp [scanTapes, MachineUnaryCounter.counterTapes, hi, hw] theorem update_scanTapes_work (base : Tape → List Bool) (i : Nat) (indexSuffix input replacement : List Bool) : Function.update (scanTapes base i indexSuffix input) .work replacement = scanTapes base i indexSuffix replacement := by funext p cases p <;> simp [scanTapes, MachineUnaryCounter.counterTapes] theorem skipClausesTrace {n : Nat} (base : Tape → List Bool) (prior : List (Target.Clause n)) (indexSuffix suffix : List Bool) (register : Option Bool) : (advance (TM2.step program))^[(encodeWords (prior.flatMap clauseWords)).length + prior.length + 1] (some ⟨some .guard, ((), register), scanTapes base prior.length indexSuffix (encodeWords (prior.flatMap clauseWords) ++ suffix)⟩) = some ⟨some (readStart 0), ((), none), scanTapes base 0 indexSuffix suffix⟩ := by induction prior generalizing register with | nil => simpa only [List.flatMap_nil, List.length_nil, encodeWords, List.nil_append, Nat.zero_add, Function.iterate_one, advance_some, scanTapes] using MachineUnaryCounter.guardStep_zero .index .guard (skipLabel 0) (readStart 0) program rfl (Function.update base .work suffix) indexSuffix () register | cons clause prior ih => have hencoding : encodeWords ((clause :: prior).flatMap clauseWords) ++ suffix = encodeWords (clauseWords clause) ++ (encodeWords (prior.flatMap clauseWords) ++ suffix) := by simp only [List.flatMap_cons, encodeWords_append, List.append_assoc] have htime : (encodeWords ((clause :: prior).flatMap clauseWords)).length + (clause :: prior).length + 1 = ((encodeWords (prior.flatMap clauseWords)).length + prior.length + 1 + (encodeWords (clauseWords clause)).length) + 1 := by simp only [List.flatMap_cons, encodeWords_append, List.length_append, List.length_cons] omega rw [htime, Function.iterate_succ_apply] change (advance (TM2.step program))^[ (encodeWords (prior.flatMap clauseWords)).length + prior.length + 1 + (encodeWords (clauseWords clause)).length] (TM2.step program ⟨some .guard, ((), register), MachineUnaryCounter.counterTapes .index (Function.update base .work (encodeWords ((clause :: prior).flatMap clauseWords) ++ suffix)) (prior.length + 1) indexSuffix⟩) = _ rw [MachineUnaryCounter.guardStep_succ .index .guard (skipLabel 0) (readStart 0) program rfl] rw [Function.iterate_add_apply] have hd := discardSixTrace (scanTapes base prior.length indexSuffix (encodeWords ((clause :: prior).flatMap clauseWords) ++ suffix)) (clauseWords clause) (clauseWords_length clause) (encodeWords (prior.flatMap clauseWords) ++ suffix) (by rw [scanTapes_work, hencoding]) change (advance (TM2.step program))^[ (encodeWords (prior.flatMap clauseWords)).length + prior.length + 1] ((advance (TM2.step program))^[(encodeWords (clauseWords clause)).length] (some ⟨some (skipLabel 0), ((), none), scanTapes base prior.length indexSuffix (encodeWords ((clause :: prior).flatMap clauseWords) ++ suffix)⟩)) = _ rw [hd, update_scanTapes_work] exact ih none theorem fieldDestination_eq (j : Fin 6) : fieldDestination j.val = .field j := by unfold fieldDestination congr 1 apply Fin.ext exact Nat.min_eq_left (by omega) theorem fieldDestination_injective_below (r s : Nat) (hr : r < 6) (hs : s < 6) (he : fieldDestination r = fieldDestination s) : r = s := by have hv := congrArg (fun t : Tape => match t with | .field j => j.val | _ => 6) he simpa [fieldDestination, Nat.min_eq_left (show r ≤ 5 by omega), Nat.min_eq_left (show s ≤ 5 by omega)] using hv theorem readSix_output_field (base : Tape → List Bool) (values : List Nat) (hlen : values.length = 6) (suffix : List Bool) (j : Fin 6) : SourceFieldArray.sequenceTapes .work fieldDestination base 0 values suffix (.field j) = encodeWord (values[j.val]'(by omega)) ++ base (.field j) := by have ht := SourceFieldArray.sequenceTapes_selected .work fieldDestination base 0 values suffix j.val (by omega) (by intro r hr; simp [fieldDestination]) (by intro r s hr hs he apply fieldDestination_injective_below r s (by omega) (by omega) simpa only [Nat.zero_add] using he) simpa only [Nat.zero_add, fieldDestination_eq] using ht theorem readSix_output_work (base : Tape → List Bool) (values : List Nat) (_hlen : values.length = 6) (suffix : List Bool) (hinput : base .work = encodeWords values ++ suffix) : SourceFieldArray.sequenceTapes .work fieldDestination base 0 values suffix .work = suffix := by apply SourceFieldArray.sequenceTapes_source _ _ _ _ _ _ _ hinput intro r hr simp [fieldDestination] theorem readSix_output_frame (base : Tape → List Bool) (values : List Nat) (suffix : List Bool) (p : Tape) (hwork : p ≠ .work) (hfield : ∀ j : Fin 6, p ≠ .field j) : SourceFieldArray.sequenceTapes .work fieldDestination base 0 values suffix p = base p := by apply SourceFieldArray.sequenceTapes_other _ _ _ hwork intro r hr exact hfield _ def outputTapes {n : Nat} (base : Tape → List Bool) (clause : Target.Clause n) (indexSuffix suffix : List Bool) : Tape → List Bool := SourceFieldArray.sequenceTapes .work fieldDestination (scanTapes base 0 indexSuffix (encodeWords (clauseWords clause) ++ suffix)) 0 (clauseWords clause) suffix def scanSteps {n : Nat} (variableCount declaredClauses : Nat) (prior : List (Target.Clause n)) (clause : Target.Clause n) : Nat := variableCount + declaredClauses + 2 + (encodeWords (prior.flatMap clauseWords)).length + prior.length + 1 + (encodeWords (clauseWords clause)).length + 7 theorem scanReadTrace {n : Nat} (base : Tape → List Bool) (variableCount declaredClauses : Nat) (prior : List (Target.Clause n)) (clause : Target.Clause n) (indexSuffix suffix : List Bool) : (advance (TM2.step program))^[scanSteps variableCount declaredClauses prior clause] (some ⟨some .headerFirst, ((), none), scanTapes base prior.length indexSuffix (encodeWords [variableCount, declaredClauses] ++ (encodeWords (prior.flatMap clauseWords) ++ (encodeWords (clauseWords clause) ++ suffix)))⟩) = some ⟨none, ((), none), outputTapes base clause indexSuffix suffix⟩ := by have hh := discardHeadersTrace (scanTapes base prior.length indexSuffix (encodeWords [variableCount, declaredClauses] ++ (encodeWords (prior.flatMap clauseWords) ++ (encodeWords (clauseWords clause) ++ suffix)))) variableCount declaredClauses (encodeWords (prior.flatMap clauseWords) ++ (encodeWords (clauseWords clause) ++ suffix)) (by simp) have hs := skipClausesTrace base prior indexSuffix (encodeWords (clauseWords clause) ++ suffix) none have hr := readSixTrace (scanTapes base 0 indexSuffix (encodeWords (clauseWords clause) ++ suffix)) (clauseWords clause) (clauseWords_length clause) suffix (by simp) rw [show scanSteps variableCount declaredClauses prior clause = ((encodeWords (clauseWords clause)).length + 7 + ((encodeWords (prior.flatMap clauseWords)).length + prior.length + 1)) + (variableCount + declaredClauses + 2) by unfold scanSteps; omega] rw [Function.iterate_add_apply, hh, update_scanTapes_work, Function.iterate_add_apply, hs] exact hr def lookupSteps {n : Nat} (F : Target.Formula) (prior : List (Target.Clause n)) (clause : Target.Clause n) : Nat := 2 * ((formulaBits F).length + 1) + scanSteps F.variables F.clauses.length prior clause theorem lookupWithSplitTrace (F : Target.Formula) (prior : List (Target.Clause F.variables)) (clause : Target.Clause F.variables) (after : List (Target.Clause F.variables)) (hsplit : F.clauses = prior ++ clause :: after) (base : Tape → List Bool) (indexSuffix : List Bool) (hformula : base .formula = formulaBits F) (hindex : base .index = encodeWord prior.length ++ indexSuffix) (hwork : base .work = []) (hscratch : base .scratch = []) (register : Option Bool) : (advance (TM2.step program))^[lookupSteps F prior clause] (some ⟨some .copyOut, ((), register), base⟩) = some ⟨none, ((), none), outputTapes base clause indexSuffix (encodeWords (after.flatMap clauseWords))⟩ := by have hbits : formulaBits F = encodeWords [F.variables, F.clauses.length] ++ (encodeWords (prior.flatMap clauseWords) ++ (encodeWords (clauseWords clause) ++ encodeWords (after.flatMap clauseWords))) := by simp only [formulaBits, formulaWords, encodeWords_append] rw [hsplit] simp only [List.flatMap_append, List.flatMap_cons, encodeWords_append] have hc := MachineCopy.copyTrace .formula .work .scratch (by decide) (by decide) (by decide) false .copyOut .copyBack (some .headerFirst) program rfl rfl base hscratch () register have htapes : Function.update base .work (base .formula ++ base .work) = scanTapes base prior.length indexSuffix (formulaBits F) := by funext p cases p <;> simp [scanTapes, MachineUnaryCounter.counterTapes, hformula, hindex, hwork] rw [htapes, hformula] at hc rw [lookupSteps, Nat.add_comm, Function.iterate_add_apply, hc, hbits] exact scanReadTrace base F.variables F.clauses.length prior clause indexSuffix (encodeWords (after.flatMap clauseWords)) theorem output_formula {n : Nat} (base : Tape → List Bool) (clause : Target.Clause n) (indexSuffix suffix : List Bool) : outputTapes base clause indexSuffix suffix .formula = base .formula := by rw [outputTapes, readSix_output_frame _ _ _ .formula (by decide) (by intro j; simp)] exact scanTapes_other _ _ _ _ _ (by decide) (by decide) theorem output_index {n : Nat} (base : Tape → List Bool) (clause : Target.Clause n) (indexSuffix suffix : List Bool) : outputTapes base clause indexSuffix suffix .index = encodeWord 0 ++ indexSuffix := by rw [outputTapes, readSix_output_frame _ _ _ .index (by decide) (by intro j; simp), scanTapes_index] theorem output_work {n : Nat} (base : Tape → List Bool) (clause : Target.Clause n) (indexSuffix suffix : List Bool) : outputTapes base clause indexSuffix suffix .work = suffix := by apply readSix_output_work _ _ (clauseWords_length clause) _ simp theorem output_field {n : Nat} (base : Tape → List Bool) (clause : Target.Clause n) (indexSuffix suffix : List Bool) (j : Fin 6) : outputTapes base clause indexSuffix suffix (.field j) = encodeWord ((clauseWords clause)[j.val]'(by simp)) ++ base (.field j) := by rw [outputTapes, readSix_output_field _ _ (clauseWords_length clause)] rw [scanTapes_other _ _ _ _ (.field j) (by simp) (by simp)] theorem output_frame {n : Nat} (base : Tape → List Bool) (clause : Target.Clause n) (indexSuffix suffix : List Bool) (p : Tape) (hindex : p ≠ .index) (hwork : p ≠ .work) (hfield : ∀ j : Fin 6, p ≠ .field j) : outputTapes base clause indexSuffix suffix p = base p := by rw [outputTapes, readSix_output_frame _ _ _ p hwork hfield] exact scanTapes_other _ _ _ _ p hindex hwork theorem clauseWords_six {n : Nat} (clause : Target.Clause n) : clauseWords clause = [clause[0].variableIndex.val, if clause[0].positive then 1 else 0, clause[1].variableIndex.val, if clause[1].positive then 1 else 0, clause[2].variableIndex.val, if clause[2].positive then 1 else 0] := rfl def fieldWords (tapes : Tape → List Bool) : List (List Bool) := [tapes (.field 0), tapes (.field 1), tapes (.field 2), tapes (.field 3), tapes (.field 4), tapes (.field 5)] theorem output_fieldWords {n : Nat} (base : Tape → List Bool) (clause : Target.Clause n) (indexSuffix suffix : List Bool) (hempty : ∀ j : Fin 6, base (.field j) = []) : fieldWords (outputTapes base clause indexSuffix suffix) = (clauseWords clause).map encodeWord := by simp [fieldWords, output_field, hempty, clauseWords_six] theorem lookupSteps_le_input (F : Target.Formula) (prior : List (Target.Clause F.variables)) (clause : Target.Clause F.variables) (after : List (Target.Clause F.variables)) (hsplit : F.clauses = prior ++ clause :: after) : lookupSteps F prior clause ≤ 4 * (formulaBits F).length + 10 := by have hlength : (formulaBits F).length = F.variables + F.clauses.length + 2 + (encodeWords (prior.flatMap clauseWords)).length + (encodeWords (clauseWords clause)).length + (encodeWords (after.flatMap clauseWords)).length := by simp only [formulaBits, formulaWords, encodeWords_append, List.length_append, encodeWords, encodeWord_length, List.length_nil] rw [hsplit] simp only [List.flatMap_append, List.flatMap_cons, encodeWords_append, List.length_append] omega have hp : prior.length ≤ F.clauses.length := by rw [hsplit, List.length_append, List.length_cons] omega unfold lookupSteps scanSteps omega noncomputable def timePolynomial : Polynomial Nat := Polynomial.C 4 * Polynomial.X + Polynomial.C 10 theorem timePolynomial_eval (L : Nat) : timePolynomial.eval L = 4 * L + 10 := by simp [timePolynomial] def lookupWithSplitInTime (F : Target.Formula) (prior : List (Target.Clause F.variables)) (clause : Target.Clause F.variables) (after : List (Target.Clause F.variables)) (hsplit : F.clauses = prior ++ clause :: after) (base : Tape → List Bool) (indexSuffix : List Bool) (hformula : base .formula = formulaBits F) (hindex : base .index = encodeWord prior.length ++ indexSuffix) (hwork : base .work = []) (hscratch : base .scratch = []) (register : Option Bool) : StateTransition.EvalsToInTime (TM2.step program) ⟨some .copyOut, ((), register), base⟩ (some ⟨none, ((), none), outputTapes base clause indexSuffix (encodeWords (after.flatMap clauseWords))⟩) (timePolynomial.eval (formulaBits F).length) where steps := lookupSteps F prior clause evals_in_steps := lookupWithSplitTrace F prior clause after hsplit base indexSuffix hformula hindex hwork hscratch register steps_le_m := by rw [timePolynomial_eval] exact lookupSteps_le_input F prior clause after hsplit def lookupInTime (F : Target.Formula) (i : Fin F.clauses.length) (base : Tape → List Bool) (indexSuffix : List Bool) (hformula : base .formula = formulaBits F) (hindex : base .index = encodeWord i.val ++ indexSuffix) (hwork : base .work = []) (hscratch : base .scratch = []) (register : Option Bool) : StateTransition.EvalsToInTime (TM2.step program) ⟨some .copyOut, ((), register), base⟩ (some ⟨none, ((), none), outputTapes base F.clauses[i.val] indexSuffix (encodeWords ((F.clauses.drop (i.val + 1)).flatMap clauseWords))⟩) (timePolynomial.eval (formulaBits F).length) := by have hp : (F.clauses.take i.val).length = i.val := by rw [List.length_take, Nat.min_eq_left i.isLt.le] have hs : F.clauses = F.clauses.take i.val ++ F.clauses[i.val] :: F.clauses.drop (i.val + 1) := by rw [List.getElem_cons_drop i.isLt, List.take_append_drop] apply lookupWithSplitInTime F (F.clauses.take i.val) F.clauses[i.val] (F.clauses.drop (i.val + 1)) hs base indexSuffix hformula (by simpa only [hp] using hindex) hwork hscratch register def machineInTime (F : Target.Formula) (i : Fin F.clauses.length) (base : Tape → List Bool) (indexSuffix : List Bool) (hformula : base .formula = formulaBits F) (hindex : base .index = encodeWord i.val ++ indexSuffix) (hwork : base .work = []) (hscratch : base .scratch = []) (register : Option Bool) : StateTransition.EvalsToInTime machine.step ⟨some .copyOut, ((), register), base⟩ (some ⟨none, ((), none), outputTapes base F.clauses[i.val] indexSuffix (encodeWords ((F.clauses.drop (i.val + 1)).flatMap clauseWords))⟩) (timePolynomial.eval (formulaBits F).length) := by exact lookupInTime F i base indexSuffix hformula hindex hwork hscratch register end BinPackingGames.Foundations.Hastad.SourceClauseLookup namespace BinPackingGames.Foundations.Hastad.SourceContextLoad open Turing BinPackingGames.Foundations.Complexity open MachineComposition inductive Tape (u : Nat) (Extra : Type) | formula | index | work | scratch | copyScratch | current (coordinate : Fin u) | remaining (coordinate : Fin u) | field (coordinate : Fin u) (slot : Fin 6) | extra (value : Extra) deriving DecidableEq, Fintype inductive Label (u : Nat) | copyOut (coordinate : Fin u) | copyBack (coordinate : Fin u) | lookup (coordinate : Fin u) (localLabel : SourceClauseLookup.Label) | clearWork (coordinate : Fin u) | clearIndex (coordinate : Fin u) | done deriving DecidableEq, Fintype variable {u : Nat} {Extra : Type} def place (j : Fin u) : SourceClauseLookup.Tape → Tape u Extra | .formula => .formula | .index => .index | .work => .work | .scratch => .scratch | .field s => .field j s def fill (j : Fin u) (base : Tape u Extra → List Bool) (localTapes : SourceClauseLookup.Tape → List Bool) : Tape u Extra → List Bool | .formula => localTapes .formula | .index => localTapes .index | .work => localTapes .work | .scratch => localTapes .scratch | .field i s => if i = j then localTapes (.field s) else base (.field i s) | p => base p @[simp] theorem fill_place (j : Fin u) (base : Tape u Extra → List Bool) (localTapes : SourceClauseLookup.Tape → List Bool) (p : SourceClauseLookup.Tape) : fill j base localTapes (place j p) = localTapes p := by cases p <;> simp [fill, place] @[simp] theorem fill_self (j : Fin u) (base : Tape u Extra → List Bool) : fill j base (base ∘ place j) = base := by funext p cases p <;> simp [fill, place] intro h subst h rfl variable [DecidableEq Extra] theorem fill_update (j : Fin u) (base : Tape u Extra → List Bool) (localTapes : SourceClauseLookup.Tape → List Bool) (p : SourceClauseLookup.Tape) (value : List Bool) : fill j base (Function.update localTapes p value) = Function.update (fill j base localTapes) (place j p) value := by funext k cases k <;> cases p <;> simp [fill, place, Function.update_apply] all_goals split <;> simp_all def placedLabel (j : Fin u) : Option SourceClauseLookup.Label → Option (Label u) | none => some (.clearWork j) | some l => some (.lookup j l) def placedConfiguration (j : Fin u) (base : Tape u Extra → List Bool) (c : TM2.Cfg (fun _ : SourceClauseLookup.Tape => Bool) SourceClauseLookup.Label (Unit × Option Bool)) : TM2.Cfg (fun _ : Tape u Extra => Bool) (Label u) (Unit × Option Bool) := ⟨placedLabel j c.l, c.var, fill j base c.stk⟩ def placedStatement (j : Fin u) : TM2.Stmt (fun _ : SourceClauseLookup.Tape => Bool) SourceClauseLookup.Label (Unit × Option Bool) → TM2.Stmt (fun _ : Tape u Extra => Bool) (Label u) (Unit × Option Bool) | .push k f next => .push (place j k) f (placedStatement j next) | .peek k f next => .peek (place j k) f (placedStatement j next) | .pop k f next => .pop (place j k) f (placedStatement j next) | .load f next => .load f (placedStatement j next) | .branch f yes no => .branch f (placedStatement j yes) (placedStatement j no) | .goto f => .goto (fun state => .lookup j (f state)) | .halt => .goto (fun _ => .clearWork j) theorem placed_stepAux (j : Fin u) (base : Tape u Extra → List Bool) (q : TM2.Stmt (fun _ : SourceClauseLookup.Tape => Bool) SourceClauseLookup.Label (Unit × Option Bool)) (state : Unit × Option Bool) (localTapes : SourceClauseLookup.Tape → List Bool) : TM2.stepAux (placedStatement j q) state (fill j base localTapes) = placedConfiguration j base (TM2.stepAux q state localTapes) := by induction q generalizing state localTapes with | push k f next ih => simp only [placedStatement, TM2.stepAux, fill_place] rw [← fill_update] exact ih state _ | peek k f next ih => simpa only [placedStatement, TM2.stepAux, fill_place] using ih (f state _) localTapes | pop k f next ih => simp only [placedStatement, TM2.stepAux, fill_place] rw [← fill_update] exact ih (f state _) _ | load f next ih => simpa only [placedStatement, TM2.stepAux] using ih (f state) localTapes | branch f yes no ihYes ihNo => cases h : f state · simpa only [placedStatement, TM2.stepAux, h, Bool.cond_false] using ihNo state localTapes · simpa only [placedStatement, TM2.stepAux, h, Bool.cond_true] using ihYes state localTapes | goto f => rfl | halt => rfl def nextLabel (j : Fin u) : Label u := if h : j.val + 1 < u then .copyOut ⟨j.val + 1, h⟩ else .done def program : Label u → TM2.Stmt (fun _ : Tape u Extra => Bool) (Label u) (Unit × Option Bool) | .copyOut j => Reduction.MachineTransfer.loopAt (.current j) .copyScratch id false (.copyOut j) (some (.copyBack j)) | .copyBack j => MachineCopy.forkLoop .copyScratch (.current j) .index false (.copyBack j) (some (.lookup j .copyOut)) | .lookup j l => placedStatement j (SourceClauseLookup.program l) | .clearWork j => MachineDrain.drain .work (.clearWork j) (some (.clearIndex j)) | .clearIndex j => MachineDrain.drain .index (.clearIndex j) (some (nextLabel j)) | .done => .halt theorem placed_step (j : Fin u) (base : Tape u Extra → List Bool) (a b : TM2.Cfg (fun _ : SourceClauseLookup.Tape => Bool) SourceClauseLookup.Label (Unit × Option Bool)) (h : TM2.step SourceClauseLookup.program a = some b) : TM2.step program (placedConfiguration j base a) = some (placedConfiguration j base b) := by cases a with | mk l state localTapes => cases l with | none => contradiction | some l => change some (TM2.stepAux (SourceClauseLookup.program l) state localTapes) = some b at h cases Option.some.inj h change some (TM2.stepAux (placedStatement j (SourceClauseLookup.program l)) state (fill j base localTapes)) = _ rw [placed_stepAux] def lookupOutput (j : Fin u) (F : Target.Formula) (i : Fin F.clauses.length) (base : Tape u Extra → List Bool) (suffix : List Bool) : Tape u Extra → List Bool := fill j base (SourceClauseLookup.outputTapes (base ∘ place j) F.clauses[i.val] suffix (encodeWords ((F.clauses.drop (i.val + 1)).flatMap clauseWords))) noncomputable def placedLookupInTime (j : Fin u) (F : Target.Formula) (i : Fin F.clauses.length) (base : Tape u Extra → List Bool) (suffix : List Bool) (hformula : base .formula = formulaBits F) (hindex : base .index = encodeWord i.val ++ suffix) (hwork : base .work = []) (hscratch : base .scratch = []) (register : Option Bool) : StateTransition.EvalsToInTime (TM2.step program) ⟨some (.lookup j .copyOut), ((), register), base⟩ (some ⟨some (.clearWork j), ((), none), lookupOutput j F i base suffix⟩) (4 * (formulaBits F).length + 10) := by have h := SourceClauseLookup.lookupInTime F i (base ∘ place j) suffix hformula hindex hwork hscratch register have lifted := liftExecutionInTime (TM2.step SourceClauseLookup.program) (TM2.step program) (placedConfiguration j base) (placed_step j base) h simpa only [placedConfiguration, placedLabel, fill_self, SourceClauseLookup.timePolynomial_eval, lookupOutput] using lifted def copiedTapes (j : Fin u) (base : Tape u Extra → List Bool) : Tape u Extra → List Bool := Function.update base .index (base (.current j)) def coordinateOutput {n : Nat} (j : Fin u) (clause : Target.Clause n) (base : Tape u Extra → List Bool) : Tape u Extra → List Bool | .index | .work => [] | .field k s => if k = j then encodeWord ((clauseWords clause)[s.val]'(by simp)) ++ base (.field k s) else base (.field k s) | p => base p theorem cleanup_lookupOutput (j : Fin u) (F : Target.Formula) (i : Fin F.clauses.length) (base : Tape u Extra → List Bool) (suffix : List Bool) : Function.update (Function.update (lookupOutput j F i (copiedTapes j base) suffix) .work []) .index [] = coordinateOutput j F.clauses[i.val] base := by funext p cases p with | formula => simp [lookupOutput, fill, coordinateOutput, SourceClauseLookup.output_formula, copiedTapes, place] | index => simp [coordinateOutput] | work => simp [coordinateOutput] | scratch => simp only [Function.update_of_ne (by simp : (Tape.scratch : Tape u Extra) ≠ .index), Function.update_of_ne (by simp : (Tape.scratch : Tape u Extra) ≠ .work), lookupOutput, fill, coordinateOutput] rw [SourceClauseLookup.output_frame _ _ _ _ .scratch (by simp) (by simp) (by intro s; simp)] simp [copiedTapes, place] | field k s => by_cases hk : k = j · subst k simp [lookupOutput, fill, coordinateOutput, SourceClauseLookup.output_field, copiedTapes, place] · simp [lookupOutput, fill, coordinateOutput, hk, copiedTapes] | copyScratch => simp [lookupOutput, fill, coordinateOutput, copiedTapes] | current k => simp [lookupOutput, fill, coordinateOutput, copiedTapes] | remaining k => simp [lookupOutput, fill, coordinateOutput, copiedTapes] | extra k => simp [lookupOutput, fill, coordinateOutput, copiedTapes] omit [DecidableEq Extra] in @[simp] theorem coordinateOutput_current {n : Nat} (j k : Fin u) (clause : Target.Clause n) (base : Tape u Extra → List Bool) : coordinateOutput j clause base (.current k) = base (.current k) := rfl omit [DecidableEq Extra] in @[simp] theorem coordinateOutput_remaining {n : Nat} (j k : Fin u) (clause : Target.Clause n) (base : Tape u Extra → List Bool) : coordinateOutput j clause base (.remaining k) = base (.remaining k) := rfl omit [DecidableEq Extra] in @[simp] theorem coordinateOutput_field {n : Nat} (j : Fin u) (s : Fin 6) (clause : Target.Clause n) (base : Tape u Extra → List Bool) : coordinateOutput j clause base (.field j s) = encodeWord ((clauseWords clause)[s.val]'(by simp)) ++ base (.field j s) := by simp [coordinateOutput] omit [DecidableEq Extra] in theorem coordinateOutput_other_field {n : Nat} (j k : Fin u) (s : Fin 6) (clause : Target.Clause n) (base : Tape u Extra → List Bool) (h : k ≠ j) : coordinateOutput j clause base (.field k s) = base (.field k s) := by simp [coordinateOutput, h] theorem suffix_length_le_input (F : Target.Formula) (i : Nat) : (encodeWords ((F.clauses.drop i).flatMap clauseWords)).length ≤ (formulaBits F).length := by have hs := List.take_append_drop i F.clauses have he : formulaBits F = encodeWords [F.variables, F.clauses.length] ++ encodeWords ((F.clauses.take i).flatMap clauseWords) ++ encodeWords ((F.clauses.drop i).flatMap clauseWords) := by conv_lhs => rw [formulaBits, formulaWords, ← hs] simp only [List.flatMap_append, encodeWords_append, List.append_assoc] rw [hs] rw [he, List.length_append, List.length_append] omega noncomputable def coordinateInTime (j : Fin u) (F : Target.Formula) (i : Fin F.clauses.length) (base : Tape u Extra → List Bool) (suffix : List Bool) (hformula : base .formula = formulaBits F) (hcurrent : base (.current j) = encodeWord i.val ++ suffix) (hindex : base .index = []) (hwork : base .work = []) (hscratch : base .scratch = []) (hcopy : base .copyScratch = []) (register : Option Bool) : StateTransition.EvalsToInTime (TM2.step program) ⟨some (.copyOut j), ((), register), base⟩ (some ⟨some (nextLabel j), ((), none), coordinateOutput j F.clauses[i.val] base⟩) (6 * (formulaBits F).length + 4 * (base (.current j)).length + 20) := by let copied := copiedTapes j base let loaded := lookupOutput j F i copied suffix have copyRun := MachineCopy.copyInTime (.current j) .index .copyScratch (by simp) (by simp) (by simp) false (.copyOut j) (.copyBack j) (some (.lookup j .copyOut)) program rfl rfl base hcopy () register have copied_eq : Function.update base .index (base (.current j) ++ base .index) = copied := by simp [copied, copiedTapes, hindex] rw [copied_eq] at copyRun have lookupRun := placedLookupInTime j F i copied suffix (by simpa [copied, copiedTapes] using hformula) (by simpa [copied, copiedTapes] using hcurrent) (by simpa [copied, copiedTapes] using hwork) (by simpa [copied, copiedTapes] using hscratch) none have workRun := MachineDrain.drainInTime .work (.clearWork j) (some (.clearIndex j)) program rfl loaded () none have indexRun := MachineDrain.drainInTime .index (.clearIndex j) (some (nextLabel j)) program rfl (Function.update loaded .work []) () none have hrun := StateTransition.EvalsToInTime.trans (TM2.step program) _ _ _ _ _ (StateTransition.EvalsToInTime.trans (TM2.step program) _ _ _ _ _ (StateTransition.EvalsToInTime.trans (TM2.step program) _ _ _ _ _ copyRun lookupRun) workRun) indexRun have hw : loaded .work = encodeWords ((F.clauses.drop (i.val + 1)).flatMap clauseWords) := by simp [loaded, lookupOutput, fill, SourceClauseLookup.output_work] have hi : (Function.update loaded .work []) .index = encodeWord 0 ++ suffix := by simp [loaded, lookupOutput, fill, SourceClauseLookup.output_index] have hc : suffix.length ≤ (base (.current j)).length := by rw [hcurrent, List.length_append] omega refine { steps := hrun.steps, evals_in_steps := ?_, steps_le_m := ?_ } · simpa only [loaded, copied, cleanup_lookupOutput] using hrun.evals_in_steps · apply Nat.le_trans hrun.steps_le_m rw [hw, hi, List.length_append, encodeWord_length] have hs := suffix_length_le_input F (i.val + 1) omega def labelAt (r : Nat) : Label u := if h : r < u then .copyOut ⟨r, h⟩ else .done theorem nextLabel_eq (j : Fin u) : nextLabel j = labelAt (j.val + 1) := rfl def stageTapes (F : Target.Formula) (tuple : Fin u → Fin F.clauses.length) (base : Tape u Extra → List Bool) : Nat → Tape u Extra → List Bool | 0 => base | r + 1 => if h : r < u then coordinateOutput ⟨r, h⟩ F.clauses[(tuple ⟨r, h⟩).val] (stageTapes F tuple base r) else stageTapes F tuple base r omit [DecidableEq Extra] in theorem stageTapes_frame (F : Target.Formula) (tuple : Fin u → Fin F.clauses.length) (base : Tape u Extra → List Bool) (r : Nat) (p : Tape u Extra) (hi : p ≠ .index) (hw : p ≠ .work) (hf : ∀ j s, p ≠ .field j s) : stageTapes F tuple base r p = base p := by induction r with | zero => rfl | succ r ih => simp only [stageTapes] split · cases p <;> simp_all [coordinateOutput] · exact ih omit [DecidableEq Extra] in theorem stageTapes_clean (F : Target.Formula) (tuple : Fin u → Fin F.clauses.length) (base : Tape u Extra → List Bool) (r : Nat) (hi : base .index = []) (hw : base .work = []) : stageTapes F tuple base r .index = [] ∧ stageTapes F tuple base r .work = [] := by induction r with | zero => exact ⟨hi, hw⟩ | succ r ih => simp only [stageTapes] split · exact ⟨rfl, rfl⟩ · exact ih omit [DecidableEq Extra] in theorem stageTapes_field (F : Target.Formula) (tuple : Fin u → Fin F.clauses.length) (base : Tape u Extra → List Bool) (r : Nat) (j : Fin u) (s : Fin 6) : stageTapes F tuple base r (.field j s) = if j.val < r then encodeWord ((clauseWords F.clauses[(tuple j).val])[s.val]'(by simp)) ++ base (.field j s) else base (.field j s) := by induction r with | zero => simp [stageTapes] | succ r ih => simp only [stageTapes] split next hr => by_cases hj : j = (⟨r, hr⟩ : Fin u) · subst j simp only [coordinateOutput_field, ih] simp · rw [coordinateOutput_other_field _ _ _ _ _ hj, ih] have hval : j.val ≠ r := by intro h; apply hj; exact Fin.ext h have he : j.val < r + 1 ↔ j.val < r := by omega simp only [he] next hr => rw [ih] have hjr : j.val < r := by omega have hjr' : j.val < r + 1 := by omega simp only [hjr, hjr', ite_true] noncomputable def prefixInTime (F : Target.Formula) (tuple : Fin u → Fin F.clauses.length) (base : Tape u Extra → List Bool) (suffix : Fin u → List Bool) (C : Nat) (hformula : base .formula = formulaBits F) (hcurrent : ∀ j, base (.current j) = encodeWord (tuple j).val ++ suffix j) (hsize : ∀ j, (base (.current j)).length ≤ C) (hindex : base .index = []) (hwork : base .work = []) (hscratch : base .scratch = []) (hcopy : base .copyScratch = []) (r : Nat) (hr : r ≤ u) : StateTransition.EvalsToInTime (TM2.step program) ⟨some (labelAt 0), ((), none), base⟩ (some ⟨some (labelAt r), ((), none), stageTapes F tuple base r⟩) (r * (6 * (formulaBits F).length + 4 * C + 20)) := by induction r with | zero => exact { steps := 0, evals_in_steps := rfl, steps_le_m := by omega } | succ r ih => have hru : r < u := by omega let j : Fin u := ⟨r, hru⟩ let before := stageTapes F tuple base r have hf (p : Tape u Extra) (hi : p ≠ .index) (hw : p ≠ .work) (hh : ∀ j s, p ≠ .field j s) : before p = base p := stageTapes_frame F tuple base r p hi hw hh have hd := stageTapes_clean F tuple base r hindex hwork have hc : before (.current j) = base (.current j) := hf _ (by simp) (by simp) (by simp) have one := coordinateInTime j F (tuple j) before (suffix j) (by rw [hf _ (by simp) (by simp) (by simp)]; exact hformula) (by rw [hc]; exact hcurrent j) hd.1 hd.2 (by rw [hf _ (by simp) (by simp) (by simp)]; exact hscratch) (by rw [hf _ (by simp) (by simp) (by simp)]; exact hcopy) none have one' : StateTransition.EvalsToInTime (TM2.step program) ⟨some (labelAt r), ((), none), before⟩ (some ⟨some (labelAt (r + 1)), ((), none), stageTapes F tuple base (r + 1)⟩) (6 * (formulaBits F).length + 4 * C + 20) := by refine { steps := one.steps, evals_in_steps := ?_, steps_le_m := ?_ } · simpa only [labelAt, dite_eq_left hru, nextLabel_eq, j, stageTapes, before] using one.evals_in_steps · apply Nat.le_trans one.steps_le_m rw [hc] have hs := hsize j omega have joined := StateTransition.EvalsToInTime.trans (TM2.step program) _ _ _ _ _ (ih (by omega)) one' simpa only [Nat.add_mul, Nat.one_mul, Nat.add_comm] using joined noncomputable def loadInTime (F : Target.Formula) (tuple : Fin u → Fin F.clauses.length) (base : Tape u Extra → List Bool) (suffix : Fin u → List Bool) (C : Nat) (hformula : base .formula = formulaBits F) (hcurrent : ∀ j, base (.current j) = encodeWord (tuple j).val ++ suffix j) (hsize : ∀ j, (base (.current j)).length ≤ C) (hindex : base .index = []) (hwork : base .work = []) (hscratch : base .scratch = []) (hcopy : base .copyScratch = []) : StateTransition.EvalsToInTime (TM2.step program) ⟨some (labelAt 0), ((), none), base⟩ (some ⟨none, ((), none), stageTapes F tuple base u⟩) (u * (6 * (formulaBits F).length + 4 * C + 20) + 1) := by have prefixRun := prefixInTime F tuple base suffix C hformula hcurrent hsize hindex hwork hscratch hcopy u (Nat.le_refl _) have doneRun : StateTransition.EvalsToInTime (TM2.step (program (Extra := Extra))) ⟨some (labelAt u), ((), none), stageTapes F tuple base u⟩ (some ⟨none, ((), none), stageTapes F tuple base u⟩) 1 := by refine { steps := 1, evals_in_steps := ?_, steps_le_m := Nat.le_refl _ } change TM2.step program ⟨some (labelAt u), ((), none), stageTapes F tuple base u⟩ = _ simp only [labelAt, Nat.lt_irrefl, ↓reduceDIte] rfl simpa only [Nat.add_comm] using StateTransition.EvalsToInTime.trans (TM2.step program) _ _ _ _ _ prefixRun doneRun theorem clauses_length_le_input (F : Target.Formula) : F.clauses.length ≤ (formulaBits F).length := by simp only [formulaBits, encodeWords_length, formulaWords_length] omega noncomputable def loadUnaryInTime (F : Target.Formula) (tuple : Fin u → Fin F.clauses.length) (base : Tape u Extra → List Bool) (hformula : base .formula = formulaBits F) (hcurrent : ∀ j, base (.current j) = encodeWord (tuple j).val) (hindex : base .index = []) (hwork : base .work = []) (hscratch : base .scratch = []) (hcopy : base .copyScratch = []) : StateTransition.EvalsToInTime (TM2.step program) ⟨some (labelAt 0), ((), none), base⟩ (some ⟨none, ((), none), stageTapes F tuple base u⟩) (u * (10 * (formulaBits F).length + 20) + 1) := by have run := loadInTime F tuple base (fun _ => []) (formulaBits F).length hformula (by simpa only [List.append_nil] using hcurrent) (by intro j rw [hcurrent j, encodeWord_length] have h := (tuple j).isLt have hm := clauses_length_le_input F omega) hindex hwork hscratch hcopy have he : 6 * (formulaBits F).length + 4 * (formulaBits F).length + 20 = 10 * (formulaBits F).length + 20 := by omega simpa only [he] using run noncomputable def timePolynomial (u : Nat) : Polynomial Nat := Polynomial.C (10 * u) * Polynomial.X + Polynomial.C (20 * u + 1) theorem timePolynomial_eval (u L : Nat) : (timePolynomial u).eval L = u * (10 * L + 20) + 1 := by simp only [timePolynomial, Polynomial.eval_add, Polynomial.eval_mul, Polynomial.eval_C, Polynomial.eval_X] simp [Nat.mul_add, Nat.mul_comm, Nat.mul_left_comm, Nat.add_assoc] def variableSlot (s : Fin 3) : Fin 6 := ⟨2 * s.val, by omega⟩ def polaritySlot (s : Fin 3) : Fin 6 := ⟨2 * s.val + 1, by omega⟩ def variableField (j : Fin u) (s : Fin 3) : Tape u Extra := .field j (variableSlot s) def polarityField (j : Fin u) (s : Fin 3) : Tape u Extra := .field j (polaritySlot s) theorem clauseWords_variable {n : Nat} (clause : Target.Clause n) (s : Fin 3) : (clauseWords clause)[(variableSlot s).val]'(by simp) = clause[s.val].variableIndex.val := by obtain ⟨s, hs⟩ := s have h : s = 0 ∨ s = 1 ∨ s = 2 := by omega rcases h with rfl | rfl | rfl <;> rfl theorem clauseWords_polarity {n : Nat} (clause : Target.Clause n) (s : Fin 3) : (clauseWords clause)[(polaritySlot s).val]'(by simp) = if clause[s.val].positive then 1 else 0 := by obtain ⟨s, hs⟩ := s have h : s = 0 ∨ s = 1 ∨ s = 2 := by omega rcases h with rfl | rfl | rfl <;> rfl omit [DecidableEq Extra] in theorem output_variable (F : Target.Formula) (tuple : Fin u → Fin F.clauses.length) (base : Tape u Extra → List Bool) (j : Fin u) (s : Fin 3) : stageTapes F tuple base u (variableField j s) = encodeWord (F.clauses[(tuple j).val][s.val].variableIndex.val) ++ base (variableField j s) := by rw [variableField, stageTapes_field, ite_eq_left j.isLt, clauseWords_variable] omit [DecidableEq Extra] in theorem output_polarity (F : Target.Formula) (tuple : Fin u → Fin F.clauses.length) (base : Tape u Extra → List Bool) (j : Fin u) (s : Fin 3) : stageTapes F tuple base u (polarityField j s) = encodeWord (if F.clauses[(tuple j).val][s.val].positive then 1 else 0) ++ base (polarityField j s) := by rw [polarityField, stageTapes_field, ite_eq_left j.isLt, clauseWords_polarity] variable [Fintype Extra] def machine (u : Nat) (Extra : Type) [DecidableEq Extra] [Fintype Extra] : FinTM2 where K := Tape u Extra k₀ := .formula k₁ := .formula Γ _ := Bool Λ := Label u main := labelAt 0 σ := Unit × Option Bool initialState := ((), none) m := program end BinPackingGames.Foundations.Hastad.SourceContextLoad namespace BinPackingGames.Foundations.Hastad.SourceLoopInit open Turing BinPackingGames.Foundations.Complexity open MachineComposition SourceMachine inductive HeaderTape | variableCount | clauseCount deriving DecidableEq protected abbrev HeaderTape.enumList : List HeaderTape := [.variableCount, .clauseCount] protected theorem HeaderTape.enumList_getElem?_ctorIdx_eq (x : HeaderTape) : HeaderTape.enumList[x.ctorIdx]? = some x := by cases x <;> rfl protected theorem HeaderTape.enumList_nodup : HeaderTape.enumList.Nodup := by decide instance : Fintype HeaderTape where elems := ⟨HeaderTape.enumList, HeaderTape.enumList_nodup⟩ complete x := by cases x <;> decide abbrev Tape (u : Nat) (Extra : Type) := SourceContextLoad.Tape u (HeaderTape ⊕ Extra) inductive Label (u : Nat) | inputCopyOut | inputCopyBack | read (slot : Fin 3 × Bool) | clearWork | seed (j : Fin u) | digitCopyOut (j : Fin u) | digitCopyBack (j : Fin u) | trim (j : Fin u) | done deriving DecidableEq, Fintype variable {u : Nat} {Extra : Type} def variableHeader : Tape u Extra := .extra (.inl .variableCount) def clauseHeader : Tape u Extra := .extra (.inl .clauseCount) def headerDestination (r : Nat) : Tape u Extra := if r = 0 then variableHeader else clauseHeader def readStart (r : Nat) : Label u := .read (SourceFieldArray.boundedIndex 2 r, false) def readLoop (r : Nat) : Label u := .read (SourceFieldArray.boundedIndex 2 r, true) def labelAt (r : Nat) : Label u := if h : r < u then .seed ⟨r, h⟩ else .done def program : Label u → TM2.Stmt (fun _ : Tape u Extra => Bool) (Label u) (Unit × Option Bool) | .inputCopyOut => Reduction.MachineTransfer.loopAt .formula .scratch id false .inputCopyOut (some .inputCopyBack) | .inputCopyBack => MachineCopy.forkLoop .scratch .formula .work false .inputCopyBack (some (readStart 0)) | .read slot => if slot.1.val < 2 then if slot.2 then fieldLoop .work (headerDestination slot.1.val) (.read (slot.1, true)) (some (readStart (slot.1.val + 1))) else fieldStart (headerDestination slot.1.val) (.read (slot.1, true)) else SourceFieldArray.finish .work (some .clearWork) | .clearWork => MachineDrain.drain .work .clearWork (some (labelAt 0)) | .seed j => .push (.current j) (fun _ => false) (.goto fun _ => .digitCopyOut j) | .digitCopyOut j => Reduction.MachineTransfer.loopAt clauseHeader .copyScratch id false (.digitCopyOut j) (some (.digitCopyBack j)) | .digitCopyBack j => MachineCopy.forkLoop .copyScratch clauseHeader (.remaining j) false (.digitCopyBack j) (some (.trim j)) | .trim j => .pop (.remaining j) (fun state _ => state) (.goto fun _ => labelAt (j.val + 1)) | .done => .halt theorem atReadStart (r : Nat) (hr : r < 2) : program (u := u) (Extra := Extra) (readStart r) = fieldStart (headerDestination r) (readLoop r) := by simp [program, readStart, readLoop, SourceFieldArray.boundedIndex_val hr.le, hr] theorem atReadLoop (r : Nat) (hr : r < 2) : program (u := u) (Extra := Extra) (readLoop r) = fieldLoop .work (headerDestination r) (readLoop r) (some (readStart (r + 1))) := by simp [program, readStart, readLoop, SourceFieldArray.boundedIndex_val hr.le, hr] theorem atReadDone : program (u := u) (Extra := Extra) (readStart 2) = SourceFieldArray.finish .work (some .clearWork) := by simp [program, readStart] variable [DecidableEq Extra] def copiedInput (base : Tape u Extra → List Bool) : Tape u Extra → List Bool := Function.update base .work (base .formula) def readOutput (F : Target.Formula) (base : Tape u Extra → List Bool) : Tape u Extra → List Bool := SourceFieldArray.sequenceTapes .work headerDestination (copiedInput base) 0 [F.variables, F.clauses.length] (encodeWords (F.clauses.flatMap clauseWords)) def headerOutput (F : Target.Formula) (base : Tape u Extra → List Bool) : Tape u Extra → List Bool := Function.update (Function.update (Function.update base .work []) variableHeader (encodeWord F.variables ++ base variableHeader)) clauseHeader (encodeWord F.clauses.length ++ base clauseHeader) theorem clear_readOutput (F : Target.Formula) (base : Tape u Extra → List Bool) : Function.update (readOutput F base) .work [] = headerOutput F base := by funext p cases p <;> simp [readOutput, headerOutput, SourceFieldArray.sequenceTapes, afterField, fieldTapes, copiedInput, headerDestination, variableHeader, clauseHeader] rename_i e cases e with | inl h => cases h <;> simp | inr e => simp theorem readOutput_work (F : Target.Formula) (base : Tape u Extra → List Bool) : readOutput F base .work = encodeWords (F.clauses.flatMap clauseWords) := by simp [readOutput, SourceFieldArray.sequenceTapes, afterField, fieldTapes, headerDestination, variableHeader, clauseHeader, encodeWords] theorem headerOutput_frame (F : Target.Formula) (base : Tape u Extra → List Bool) (p : Tape u Extra) (hw : p ≠ .work) (hn : p ≠ variableHeader) (hm : p ≠ clauseHeader) : headerOutput F base p = base p := by simp [headerOutput, hw, hn, hm] def headerInTime (F : Target.Formula) (base : Tape u Extra → List Bool) (hformula : base .formula = formulaBits F) (hwork : base .work = []) (hscratch : base .scratch = []) (register : Option Bool) : StateTransition.EvalsToInTime (TM2.step program) ⟨some .inputCopyOut, ((), register), base⟩ (some ⟨some (labelAt 0), ((), none), headerOutput F base⟩) (3 * (formulaBits F).length + 6) := by have copying := MachineCopy.copyInTime .formula .work .scratch (by simp) (by simp) (by simp) false .inputCopyOut .inputCopyBack (some (readStart 0)) program rfl rfl base hscratch () register have hc : Function.update base .work (base .formula ++ base .work) = copiedInput base := by simp [copiedInput, hwork] rw [hc] at copying have reading := SourceFieldArray.sequenceInTime .work headerDestination readStart readLoop (some .clearWork) program (copiedInput base) 0 [F.variables, F.clauses.length] (encodeWords (F.clauses.flatMap clauseWords)) (by intro r hr; simp [headerDestination, variableHeader, clauseHeader]; split <;> simp) (by intro r hr; simpa only [Nat.zero_add] using atReadStart (u := u) (Extra := Extra) r (by simpa using hr)) (by intro r hr; simpa only [Nat.zero_add] using atReadLoop (u := u) (Extra := Extra) r (by simpa using hr)) (by simpa using (atReadDone (u := u) (Extra := Extra))) (by simp [copiedInput, hformula, formulaBits, formulaWords, encodeWords, List.append_assoc]) () none have draining := MachineDrain.drainInTime .work .clearWork (some (labelAt 0)) program rfl (readOutput F base) () none have joined := StateTransition.EvalsToInTime.trans (TM2.step program) _ _ _ _ _ (StateTransition.EvalsToInTime.trans (TM2.step program) _ _ _ _ _ copying reading) draining refine { steps := joined.steps, evals_in_steps := ?_, steps_le_m := ?_ } · simpa only [clear_readOutput] using joined.evals_in_steps · apply Nat.le_trans joined.steps_le_m rw [readOutput_work, hformula] have he : (formulaBits F).length = F.variables + F.clauses.length + 2 + (encodeWords (F.clauses.flatMap clauseWords)).length := by simp [formulaBits, formulaWords, encodeWords, Nat.add_assoc] omega simp only [List.sum_cons, List.sum_nil, List.length_cons, List.length_nil] omega def digitOutput (j : Fin u) (m : Nat) (base : Tape u Extra → List Bool) : Tape u Extra → List Bool := Function.update (Function.update base (.current j) (encodeWord 0)) (.remaining j) (encodeWord (m - 1)) theorem digitOutput_frame (j : Fin u) (m : Nat) (base : Tape u Extra → List Bool) (p : Tape u Extra) (hc : p ≠ .current j) (hr : p ≠ .remaining j) : digitOutput j m base p = base p := by simp [digitOutput, hc, hr] def digitInTime (j : Fin u) (m : Nat) (hm : 0 < m) (base : Tape u Extra → List Bool) (hcount : base clauseHeader = encodeWord m) (hcurrent : base (.current j) = []) (hremaining : base (.remaining j) = []) (hscratch : base .copyScratch = []) : StateTransition.EvalsToInTime (TM2.step program) ⟨some (.seed j), ((), none), base⟩ (some ⟨some (labelAt (j.val + 1)), ((), none), digitOutput j m base⟩) (2 * m + 6) := by let seeded := Function.update base (.current j) (encodeWord 0) have seedRun : StateTransition.EvalsToInTime (TM2.step program) ⟨some (.seed j), ((), none), base⟩ (some ⟨some (.digitCopyOut j), ((), none), seeded⟩) 1 := by refine { steps := 1, evals_in_steps := ?_, steps_le_m := Nat.le_refl _ } change TM2.step program ⟨some (.seed j), ((), none), base⟩ = _ simp [program, TM2.step, TM2.stepAux, seeded, hcurrent, encodeWord] have copying := MachineCopy.copyInTime clauseHeader (.remaining j) .copyScratch (by simp [clauseHeader]) (by simp [clauseHeader]) (by simp) false (.digitCopyOut j) (.digitCopyBack j) (some (.trim j)) program rfl rfl seeded (by simpa [seeded] using hscratch) () none let copied := Function.update seeded (.remaining j) (encodeWord m) have he : Function.update seeded (.remaining j) (seeded clauseHeader ++ seeded (.remaining j)) = copied := by have hcount' : base (.extra (.inl .clauseCount)) = encodeWord m := hcount simp [copied, seeded, clauseHeader, hremaining, hcount'] rw [he] at copying have trimRun : StateTransition.EvalsToInTime (TM2.step program) ⟨some (.trim j), ((), none), copied⟩ (some ⟨some (labelAt (j.val + 1)), ((), none), digitOutput j m base⟩) 1 := by refine { steps := 1, evals_in_steps := ?_, steps_le_m := Nat.le_refl _ } change TM2.step program ⟨some (.trim j), ((), none), copied⟩ = _ have hn : m = (m - 1) + 1 := by omega have htail : (encodeWord m).tail = encodeWord (m - 1) := by conv_lhs => rw [hn] simp [encodeWord, List.replicate_succ] simp [program, TM2.step, TM2.stepAux, copied, seeded, digitOutput, htail] have joined := StateTransition.EvalsToInTime.trans (TM2.step program) _ _ _ _ _ (StateTransition.EvalsToInTime.trans (TM2.step program) _ _ _ _ _ seedRun copying) trimRun refine { steps := joined.steps, evals_in_steps := joined.evals_in_steps, steps_le_m := ?_ } apply Nat.le_trans joined.steps_le_m have hs : seeded clauseHeader = encodeWord m := by simpa [seeded, clauseHeader] using hcount rw [hs, encodeWord_length] omega def stageTapes (m : Nat) (base : Tape u Extra → List Bool) : Nat → Tape u Extra → List Bool | 0 => base | r + 1 => if h : r < u then digitOutput ⟨r, h⟩ m (stageTapes m base r) else stageTapes m base r theorem stageTapes_frame (m : Nat) (base : Tape u Extra → List Bool) (r : Nat) (p : Tape u Extra) (hc : ∀ j, p ≠ .current j) (hr : ∀ j, p ≠ .remaining j) : stageTapes m base r p = base p := by induction r with | zero => rfl | succ r ih => simp only [stageTapes] split · rw [digitOutput_frame _ _ _ _ (hc _) (hr _), ih] · exact ih theorem stageTapes_current (m : Nat) (base : Tape u Extra → List Bool) (r : Nat) (j : Fin u) : stageTapes m base r (.current j) = if j.val < r then encodeWord 0 else base (.current j) := by induction r with | zero => simp [stageTapes] | succ r ih => simp only [stageTapes] split next hr => by_cases hj : j = (⟨r, hr⟩ : Fin u) · subst j; simp [digitOutput] · rw [digitOutput_frame _ _ _ _ (by simpa using hj) (by simp), ih] have hval : j.val ≠ r := by intro h; apply hj; exact Fin.ext h have he : j.val < r + 1 ↔ j.val < r := by omega simp only [he] next hr => rw [ih] have hjr : j.val < r := by omega have hjr' : j.val < r + 1 := by omega simp only [hjr, hjr', ite_true] theorem stageTapes_remaining (m : Nat) (base : Tape u Extra → List Bool) (r : Nat) (j : Fin u) : stageTapes m base r (.remaining j) = if j.val < r then encodeWord (m - 1) else base (.remaining j) := by induction r with | zero => simp [stageTapes] | succ r ih => simp only [stageTapes] split next hr => by_cases hj : j = (⟨r, hr⟩ : Fin u) · subst j; simp [digitOutput] · rw [digitOutput_frame _ _ _ _ (by simp) (by simpa using hj), ih] have hval : j.val ≠ r := by intro h; apply hj; exact Fin.ext h have he : j.val < r + 1 ↔ j.val < r := by omega simp only [he] next hr => rw [ih] have hjr : j.val < r := by omega have hjr' : j.val < r + 1 := by omega simp only [hjr, hjr', ite_true] def prefixInTime (m : Nat) (hm : 0 < m) (base : Tape u Extra → List Bool) (hcount : base clauseHeader = encodeWord m) (hcurrent : ∀ j, base (.current j) = []) (hremaining : ∀ j, base (.remaining j) = []) (hscratch : base .copyScratch = []) (r : Nat) (hr : r ≤ u) : StateTransition.EvalsToInTime (TM2.step program) ⟨some (labelAt 0), ((), none), base⟩ (some ⟨some (labelAt r), ((), none), stageTapes m base r⟩) (r * (2 * m + 6)) := by induction r with | zero => exact { steps := 0, evals_in_steps := rfl, steps_le_m := by omega } | succ r ih => have hru : r < u := by omega let j : Fin u := ⟨r, hru⟩ let before := stageTapes m base r have one := digitInTime j m hm before (by dsimp only [before]; rw [stageTapes_frame _ _ _ _ (by simp [clauseHeader]) (by simp [clauseHeader])]; exact hcount) (by simp [before, stageTapes_current, j, hcurrent]) (by simp [before, stageTapes_remaining, j, hremaining]) (by dsimp only [before]; rw [stageTapes_frame _ _ _ _ (by simp) (by simp)]; exact hscratch) have one' : StateTransition.EvalsToInTime (TM2.step program) ⟨some (labelAt r), ((), none), before⟩ (some ⟨some (labelAt (r + 1)), ((), none), stageTapes m base (r + 1)⟩) (2 * m + 6) := by simpa only [labelAt, dite_eq_left hru, j, stageTapes, before] using one have joined := StateTransition.EvalsToInTime.trans (TM2.step program) _ _ _ _ _ (ih (by omega)) one' simpa only [Nat.add_mul, Nat.one_mul, Nat.add_comm] using joined def digitsInTime (m : Nat) (hm : 0 < m) (base : Tape u Extra → List Bool) (hcount : base clauseHeader = encodeWord m) (hcurrent : ∀ j, base (.current j) = []) (hremaining : ∀ j, base (.remaining j) = []) (hscratch : base .copyScratch = []) : StateTransition.EvalsToInTime (TM2.step program) ⟨some (labelAt 0), ((), none), base⟩ (some ⟨none, ((), none), stageTapes m base u⟩) (u * (2 * m + 6) + 1) := by have initialRun := prefixInTime m hm base hcount hcurrent hremaining hscratch u (Nat.le_refl _) have doneRun : StateTransition.EvalsToInTime (TM2.step (program (Extra := Extra))) ⟨some (labelAt u), ((), none), stageTapes m base u⟩ (some ⟨none, ((), none), stageTapes m base u⟩) 1 := by refine { steps := 1, evals_in_steps := ?_, steps_le_m := Nat.le_refl _ } change TM2.step program ⟨some (labelAt u), ((), none), stageTapes m base u⟩ = _ simp only [labelAt, Nat.lt_irrefl, ↓reduceDIte] rfl simpa only [Nat.add_comm] using StateTransition.EvalsToInTime.trans (TM2.step program) _ _ _ _ _ initialRun doneRun def outputTapes (F : Target.Formula) (base : Tape u Extra → List Bool) : Tape u Extra → List Bool := stageTapes F.clauses.length (headerOutput F base) u def initializeInTime (F : Target.Formula) (hm : 0 < F.clauses.length) (base : Tape u Extra → List Bool) (hformula : base .formula = formulaBits F) (hwork : base .work = []) (hscratch : base .scratch = []) (hcopy : base .copyScratch = []) (hclauseHeader : base clauseHeader = []) (hcurrent : ∀ j, base (.current j) = []) (hremaining : ∀ j, base (.remaining j) = []) : StateTransition.EvalsToInTime (TM2.step program) ⟨some .inputCopyOut, ((), none), base⟩ (some ⟨none, ((), none), outputTapes F base⟩) ((2 * u + 3) * (formulaBits F).length + 6 * u + 7) := by have firstRun := headerInTime F base hformula hwork hscratch none have hcount : headerOutput F base clauseHeader = encodeWord F.clauses.length := by simp [headerOutput, hclauseHeader] have secondRun := digitsInTime F.clauses.length hm (headerOutput F base) hcount (by intro j; rw [headerOutput_frame _ _ _ (by simp) (by simp [variableHeader]) (by simp [clauseHeader])]; exact hcurrent j) (by intro j; rw [headerOutput_frame _ _ _ (by simp) (by simp [variableHeader]) (by simp [clauseHeader])]; exact hremaining j) (by rw [headerOutput_frame _ _ _ (by simp) (by simp [variableHeader]) (by simp [clauseHeader])]; exact hcopy) have joined := StateTransition.EvalsToInTime.trans (TM2.step program) _ _ _ _ _ firstRun secondRun refine { steps := joined.steps, evals_in_steps := joined.evals_in_steps, steps_le_m := ?_ } apply Nat.le_trans joined.steps_le_m have hL := SourceContextLoad.clauses_length_le_input F have hb : u * (2 * F.clauses.length + 6) ≤ u * (2 * (formulaBits F).length + 6) := Nat.mul_le_mul_left u (by omega) have he : (2 * u + 3) * (formulaBits F).length + 6 * u + 7 = u * (2 * (formulaBits F).length + 6) + 3 * (formulaBits F).length + 7 := by simp [Nat.add_mul, Nat.mul_add, Nat.mul_comm, Nat.mul_assoc, Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] rw [he] omega @[simp] theorem output_current (F : Target.Formula) (base : Tape u Extra → List Bool) (j : Fin u) : outputTapes F base (.current j) = encodeWord 0 := by simp only [outputTapes, stageTapes_current, j.isLt, ite_true] @[simp] theorem output_remaining (F : Target.Formula) (base : Tape u Extra → List Bool) (j : Fin u) : outputTapes F base (.remaining j) = encodeWord (F.clauses.length - 1) := by simp only [outputTapes, stageTapes_remaining, j.isLt, ite_true] theorem output_frame (F : Target.Formula) (base : Tape u Extra → List Bool) (p : Tape u Extra) (hw : p ≠ .work) (hn : p ≠ variableHeader) (hm : p ≠ clauseHeader) (hc : ∀ j, p ≠ .current j) (hr : ∀ j, p ≠ .remaining j) : outputTapes F base p = base p := by rw [outputTapes, stageTapes_frame _ _ _ _ hc hr, headerOutput_frame _ _ _ hw hn hm] @[simp] theorem output_work (F : Target.Formula) (base : Tape u Extra → List Bool) : outputTapes F base .work = [] := by rw [outputTapes, stageTapes_frame _ _ _ _ (by simp) (by simp)] simp [headerOutput, variableHeader, clauseHeader] @[simp] theorem output_variableHeader (F : Target.Formula) (base : Tape u Extra → List Bool) : outputTapes F base variableHeader = encodeWord F.variables ++ base variableHeader := by rw [outputTapes, stageTapes_frame _ _ _ _ (by simp [variableHeader]) (by simp [variableHeader])] simp [headerOutput, variableHeader, clauseHeader] @[simp] theorem output_clauseHeader (F : Target.Formula) (base : Tape u Extra → List Bool) : outputTapes F base clauseHeader = encodeWord F.clauses.length ++ base clauseHeader := by rw [outputTapes, stageTapes_frame _ _ _ _ (by simp [clauseHeader]) (by simp [clauseHeader])] simp [headerOutput] theorem output_headers (F : Target.Formula) (base : Tape u Extra → List Bool) (hn : base variableHeader = []) (hm : base clauseHeader = []) : outputTapes F base variableHeader = encodeWord F.variables ∧ outputTapes F base clauseHeader = encodeWord F.clauses.length := by simp only [output_variableHeader, output_clauseHeader, hn, hm, List.append_nil, and_self] @[simp] theorem output_formula (F : Target.Formula) (base : Tape u Extra → List Bool) : outputTapes F base .formula = base .formula := output_frame F base .formula (by simp) (by simp [variableHeader]) (by simp [clauseHeader]) (by simp) (by simp) noncomputable def timePolynomial (u : Nat) : Polynomial Nat := Polynomial.C (2 * u + 3) * Polynomial.X + Polynomial.C (6 * u + 7) theorem timePolynomial_eval (u L : Nat) : (timePolynomial u).eval L = (2 * u + 3) * L + 6 * u + 7 := by simp [timePolynomial, Nat.add_assoc] def machine (u : Nat) (Extra : Type) [DecidableEq Extra] [Fintype Extra] : FinTM2 where K := Tape u Extra k₀ := .formula k₁ := clauseHeader Γ _ := Bool Λ := Label u main := .inputCopyOut σ := Unit × Option Bool initialState := ((), none) m := program end BinPackingGames.Foundations.Hastad.SourceLoopInit end OAI