import Mathlib.Algebra.BigOperators.Group.Finset.Basic import Mathlib.Tactic.FinCases import OAI.Computability.BinPacking.Machines.MachineControlEmbedding import OAI.Computability.BinPacking.Machines.PackingPoolMachine import OAI.Computability.BinPacking.Machines.PackingPowerProgram namespace OAI namespace BinPackingGap.GraphFieldMachine open Turing open BinaryEncoding open BinPackingGames.Foundations.Complexity open BinPackingGames.Reduction open GraphTallyMachine (Mode Slot afterName initial transition) inductive Field | threshold | endpoints deriving DecidableEq instance : Fintype Field where elems := {.threshold, .endpoints} complete field := by cases field <;> simp def keepsName : Field → Slot → Bool | .threshold, .header => true | .endpoints, .edgeFirst => true | .endpoints, .edgeSecond => true | _, _ => false def emit : Field → Mode → Bool → List Bool | .threshold, .name .header, bit => [bit] | .threshold, .digit .header, bit => [bit] | .endpoints, .endpoints, bit => [bit] | .endpoints, .name .edgeFirst, bit => [bit] | .endpoints, .digit .edgeFirst, bit => [bit] | .endpoints, .name .edgeSecond, bit => [bit] | .endpoints, .digit .edgeSecond, bit => [bit] | _, _, _ => [] def scanOutput (field : Field) : Mode → List Bool → List Bool := MachineTransducer.output transition (emit field) @[simp] theorem scanOutput_nil (field : Field) (mode : Mode) : scanOutput field mode [] = [] := rfl theorem scanOutput_cons (field : Field) (mode : Mode) (bit : Bool) (rest : List Bool) : scanOutput field mode (bit :: rest) = emit field mode bit ++ scanOutput field (transition mode bit) rest := rfl theorem scanOutput_done (field : Field) (input : List Bool) : scanOutput field .done input = [] := by induction input with | nil => rfl | cons bit rest ih => cases field <;> simp only [scanOutput_cons, transition, emit, List.nil_append, ih] theorem scanOutput_frame (field : Field) (slot : Slot) (bits suffix : List Bool) : scanOutput field (.name slot) (BinPackingCompleteness.BinaryEncoding.frame bits ++ suffix) = (if keepsName field slot then BinPackingCompleteness.BinaryEncoding.frame bits else []) ++ scanOutput field (afterName slot) suffix := by induction bits with | nil => cases field <;> cases slot <;> rfl | cons bit bits ih => cases field <;> cases slot <;> simp [BinPackingCompleteness.BinaryEncoding.frame, List.cons_append, scanOutput_cons, transition, emit, keepsName, afterName, ih] theorem scanOutput_natBits (field : Field) (slot : Slot) (n : Nat) (suffix : List Bool) : scanOutput field (.name slot) (natBits n ++ suffix) = (if keepsName field slot then natBits n else []) ++ scanOutput field (afterName slot) suffix := scanOutput_frame field slot n.bits suffix theorem scanOutput_pairBits (field : Field) (edge : Nat × Nat) (suffix : List Bool) : scanOutput field (.name .edgeFirst) (pairBits natBits natBits edge ++ suffix) = (if field = .endpoints then pairBits natBits natBits edge else []) ++ scanOutput field .endpoints suffix := by cases field <;> simp [pairBits, List.append_assoc, scanOutput_natBits, keepsName, afterName] theorem scanOutput_vertices (field : Field) (vertices : List Nat) (suffix : List Bool) : scanOutput field .vertices (listBits natBits vertices ++ suffix) = scanOutput field .endpoints suffix := by induction vertices with | nil => cases field <;> rfl | cons vertex vertices ih => cases field <;> simp [listBits, List.cons_append, List.append_assoc, scanOutput_cons, transition, emit, scanOutput_natBits, keepsName, afterName, ih] theorem scanOutput_endpoints (field : Field) (endpoints : List (Nat × Nat)) (suffix : List Bool) : scanOutput field .endpoints (listBits (pairBits natBits natBits) endpoints ++ suffix) = (if field = .endpoints then listBits (pairBits natBits natBits) endpoints else []) ++ scanOutput field .done suffix := by induction endpoints with | nil => cases field <;> rfl | cons edge endpoints ih => cases field <;> simp [listBits, List.cons_append, List.append_assoc, scanOutput_cons, transition, emit, scanOutput_pairBits, ih] def fieldsOutput : Field → GraphFields → List Bool | .threshold, fields => natBits fields.k | .endpoints, fields => listBits (pairBits natBits natBits) fields.endpoints def fieldBits (field : Field) (input : GraphReductionInput) : List Bool := fieldsOutput field input.fields @[simp] theorem thresholdBits (input : GraphReductionInput) : fieldBits .threshold input = natBits input.k := rfl @[simp] theorem endpointsBits (input : GraphReductionInput) : fieldBits .endpoints input = listBits (pairBits natBits natBits) input.graph.endpointPairs := rfl theorem output_graphFields (field : Field) (fields : GraphFields) : scanOutput field initial fields.bits = fieldsOutput field fields := by have hend := scanOutput_endpoints field fields.endpoints [] simp only [List.append_nil, scanOutput_nil] at hend cases field <;> simp [GraphFields.bits, List.append_assoc, initial, scanOutput_natBits, keepsName, afterName, scanOutput_vertices, fieldsOutput, hend] theorem output_graphBits (field : Field) (input : GraphReductionInput) : scanOutput field initial (graphBits input) = fieldBits field input := output_graphFields field input.fields theorem emit_length_le (field : Field) (mode : Mode) (bit : Bool) : (emit field mode bit).length ≤ 1 := by cases mode with | vertices => cases field <;> simp [emit] | endpoints => cases field <;> simp [emit] | name slot => cases field <;> cases slot <;> simp [emit] | digit slot => cases field <;> cases slot <;> simp [emit] | done => cases field <;> simp [emit] theorem scanOutput_length_le (field : Field) (mode : Mode) (input : List Bool) : (scanOutput field mode input).length ≤ input.length := by induction input generalizing mode with | nil => exact Nat.le_refl _ | cons bit input ih => rw [scanOutput_cons, List.length_append, List.length_cons] have he := emit_length_le field mode bit have hi := ih (transition mode bit) omega theorem fieldBits_length_le (field : Field) (input : GraphReductionInput) : (fieldBits field input).length ≤ (graphBits input).length := by rw [← output_graphBits] exact scanOutput_length_le field initial (graphBits input) variable {K Λ σ : Type} [DecidableEq K] abbrev State (σ : Type) := MachineTransducerCopy.State σ Mode def clean (ambient : σ) : State σ := ((ambient, initial), none) def fieldCopyInTime (field : Field) (source scratch destination : K) (sourceScratch : source ≠ scratch) (sourceDestination : source ≠ destination) (scratchDestination : scratch ≠ destination) (scanLabel restoreLabel : Λ) (emitterLabel : Mode → Bool → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (MachineTransducerCopy.Alphabet K) Λ (State σ)) (atScan : program scanLabel = MachineTransducerCopy.scanLoop source scratch initial emitterLabel restoreLabel) (atEmitter : ∀ control symbol, program (emitterLabel control symbol) = MachineTransducerCopy.emitter destination transition (emit field) scanLabel control symbol) (atRestore : program restoreLabel = MachineTransfer.loopAt scratch source id false restoreLabel exit) (base : K → List Bool) (scratchEmpty : base scratch = []) (input : GraphReductionInput) (sourceWord : base source = graphBits input) (ambient : σ) (register : Option Bool) : StateTransition.EvalsToInTime (TM2.step program) ⟨some scanLabel, ((ambient, initial), register), base⟩ (some ⟨exit, clean ambient, Function.update base destination ((fieldBits field input).reverse ++ base destination)⟩) (3 * (graphBits input).length + 2) := by have run := MachineTransducerCopy.transduceCopyInTime source scratch destination sourceScratch sourceDestination scratchDestination initial transition (emit field) scanLabel restoreLabel emitterLabel exit program atScan atEmitter atRestore base scratchEmpty ambient initial register have hout : MachineTransducer.output transition (emit field) initial (base source) = fieldBits field input := by change scanOutput field initial (base source) = _ rw [sourceWord, output_graphBits] rw [hout] at run simpa only [sourceWord, clean] using run inductive Label | scan | restore | transfer | emitter (mode : Mode) (bit : Bool) deriving DecidableEq, Fintype def instruction (field : Field) (slots : Fin 4 ↪ K) (labels : Label → Λ) (exit : Option Λ) : Label → TM2.Stmt (MachineTransducerCopy.Alphabet K) Λ (State σ) | .scan => MachineTransducerCopy.scanLoop (slots 0) (slots 1) initial (fun mode bit => labels (.emitter mode bit)) (labels .restore) | .emitter mode bit => MachineTransducerCopy.emitter (slots 2) transition (emit field) (labels .scan) mode bit | .restore => MachineTransfer.loopAt (slots 1) (slots 0) id false (labels .restore) (some (labels .transfer)) | .transfer => MachineTransfer.loopAt (slots 2) (slots 3) id false (labels .transfer) exit def resultTapes (field : Field) (slots : Fin 4 ↪ K) (base : K → List Bool) (input : GraphReductionInput) : K → List Bool := Function.update base (slots 3) (fieldBits field input ++ base (slots 3)) def steps (field : Field) (input : GraphReductionInput) : Nat := (3 * (graphBits input).length + 2) + ((fieldBits field input).length + 1) theorem steps_le (field : Field) (input : GraphReductionInput) : steps field input ≤ 4 * (graphBits input).length + 3 := by have h := fieldBits_length_le field input unfold steps omega theorem extractTrace (field : Field) (slots : Fin 4 ↪ K) (labels : Label → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (MachineTransducerCopy.Alphabet K) Λ (State σ)) (atLabels : ∀ label, program (labels label) = instruction field slots labels exit label) (base : K → List Bool) (input : GraphReductionInput) (sourceWord : base (slots 0) = graphBits input) (scratchEmpty : base (slots 1) = []) (temporaryEmpty : base (slots 2) = []) (ambient : σ) : (MachineComposition.advance (TM2.step program))^[steps field input] (some ⟨some (labels .scan), clean ambient, base⟩) = some ⟨exit, clean ambient, resultTapes field slots base input⟩ := by have hd (i j : Fin 4) (hne : i ≠ j) : slots i ≠ slots j := slots.injective.ne hne let middle := Function.update base (slots 2) (fieldBits field input).reverse have first : (MachineComposition.advance (TM2.step program))^[3 * (graphBits input).length + 2] (some ⟨some (labels .scan), clean ambient, base⟩) = some ⟨some (labels .transfer), clean ambient, middle⟩ := by have run := MachineTransducerCopy.transduceCopyTrace (slots 0) (slots 1) (slots 2) (hd 0 1 (by decide)) (hd 0 2 (by decide)) (hd 1 2 (by decide)) initial transition (emit field) (labels .scan) (labels .restore) (fun mode bit => labels (.emitter mode bit)) (some (labels .transfer)) program (atLabels .scan) (fun mode bit => atLabels (.emitter mode bit)) (atLabels .restore) base scratchEmpty ambient initial none have hout : MachineTransducer.output transition (emit field) initial (base (slots 0)) = fieldBits field input := by change scanOutput field initial (base (slots 0)) = _ rw [sourceWord, output_graphBits] rw [hout] at run simpa only [sourceWord, temporaryEmpty, List.append_nil, clean, middle] using run have middleSource : middle (slots 2) = (fieldBits field input).reverse := by simp [middle] have middleDestination : middle (slots 3) = base (slots 3) := by simp [middle, hd 3 2 (by decide)] have finalTapes : MachineTransfer.tapesAt (slots 2) (slots 3) middle [] (fieldBits field input ++ base (slots 3)) = resultTapes field slots base input := by funext k by_cases ht : k = slots 2 · subst k simp [MachineTransfer.tapesAt, resultTapes, temporaryEmpty, hd 2 3 (by decide)] · by_cases ho : k = slots 3 · subst k simp [MachineTransfer.tapesAt, resultTapes] · simp [MachineTransfer.tapesAt, resultTapes, middle, ht, ho] have second : (MachineComposition.advance (TM2.step program))^[(fieldBits field input).length + 1] (some ⟨some (labels .transfer), clean ambient, middle⟩) = some ⟨exit, clean ambient, resultTapes field slots base input⟩ := by have run := MachineTransfer.transferAt_fromTapes (Γ := MachineTransducerCopy.Alphabet K) (σ := σ × Mode) (slots 2) (slots 3) (hd 2 3 (by decide)) id false (labels .transfer) exit program (by simpa only [instruction] using atLabels .transfer) middle (ambient, initial) none have next_eq : MachineTransfer.nextAt (slots 3) program = MachineComposition.advance (TM2.step program) := by funext configuration rfl rw [next_eq, middleSource, middleDestination] at run simpa only [List.length_reverse, List.reverse_reverse, List.map_id, finalTapes, clean] using run rw [steps, Nat.add_comm, Function.iterate_add_apply, first, second] def extractInTime (field : Field) (slots : Fin 4 ↪ K) (labels : Label → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (MachineTransducerCopy.Alphabet K) Λ (State σ)) (atLabels : ∀ label, program (labels label) = instruction field slots labels exit label) (base : K → List Bool) (input : GraphReductionInput) (sourceWord : base (slots 0) = graphBits input) (scratchEmpty : base (slots 1) = []) (temporaryEmpty : base (slots 2) = []) (ambient : σ) : StateTransition.EvalsToInTime (TM2.step program) ⟨some (labels .scan), clean ambient, base⟩ (some ⟨exit, clean ambient, resultTapes field slots base input⟩) (4 * (graphBits input).length + 3) where steps := steps field input evals_in_steps := extractTrace field slots labels exit program atLabels base input sourceWord scratchEmpty temporaryEmpty ambient steps_le_m := steps_le field input end BinPackingGap.GraphFieldMachine namespace BinPackingGap.GraphTokenMachine open Turing open BinaryEncoding open BinPackingGames.Foundations.Complexity open BinPackingGames.Reduction open GraphTallyMachine (Mode Slot afterName initial transition) inductive Field | vertex | edge deriving DecidableEq instance : Fintype Field where elems := {.vertex, .edge} complete field := by cases field <;> simp def emit : Field → Mode → Bool → List Bool | .vertex, .vertices, true => [true] | .edge, .endpoints, true => [true] | _, _, _ => [] def scanOutput (field : Field) : Mode → List Bool → List Bool := MachineTransducer.output transition (emit field) @[simp] theorem scanOutput_nil (field : Field) (mode : Mode) : scanOutput field mode [] = [] := rfl theorem scanOutput_cons (field : Field) (mode : Mode) (bit : Bool) (rest : List Bool) : scanOutput field mode (bit :: rest) = emit field mode bit ++ scanOutput field (transition mode bit) rest := rfl theorem scanOutput_done (field : Field) (input : List Bool) : scanOutput field .done input = [] := by induction input with | nil => rfl | cons bit rest ih => cases field <;> simp only [scanOutput_cons, transition, emit, List.nil_append, ih] theorem scanOutput_frame (field : Field) (slot : Slot) (bits suffix : List Bool) : scanOutput field (.name slot) (BinPackingCompleteness.BinaryEncoding.frame bits ++ suffix) = scanOutput field (afterName slot) suffix := by induction bits with | nil => cases field <;> rfl | cons bit bits ih => cases field <;> simpa only [BinPackingCompleteness.BinaryEncoding.frame, List.cons_append, scanOutput_cons, transition, emit, List.nil_append] using ih theorem scanOutput_natBits (field : Field) (slot : Slot) (n : Nat) (suffix : List Bool) : scanOutput field (.name slot) (natBits n ++ suffix) = scanOutput field (afterName slot) suffix := scanOutput_frame field slot n.bits suffix theorem scanOutput_pairBits (field : Field) (edge : Nat × Nat) (suffix : List Bool) : scanOutput field (.name .edgeFirst) (pairBits natBits natBits edge ++ suffix) = scanOutput field .endpoints suffix := by simp only [pairBits, List.append_assoc, scanOutput_natBits, afterName] theorem scanOutput_vertices (field : Field) (vertices : List Nat) (suffix : List Bool) : scanOutput field .vertices (listBits natBits vertices ++ suffix) = (if field = .vertex then List.replicate vertices.length true else []) ++ scanOutput field .endpoints suffix := by induction vertices with | nil => cases field <;> rfl | cons vertex vertices ih => cases field <;> simp [listBits, List.cons_append, List.append_assoc, scanOutput_cons, transition, emit, scanOutput_natBits, afterName, ih, List.replicate_succ] theorem scanOutput_endpoints (field : Field) (endpoints : List (Nat × Nat)) (suffix : List Bool) : scanOutput field .endpoints (listBits (pairBits natBits natBits) endpoints ++ suffix) = (if field = .edge then List.replicate endpoints.length true else []) ++ scanOutput field .done suffix := by induction endpoints with | nil => cases field <;> rfl | cons edge endpoints ih => cases field <;> simp [listBits, List.cons_append, List.append_assoc, scanOutput_cons, transition, emit, scanOutput_pairBits, ih, List.replicate_succ] def fieldsCount : Field → GraphFields → Nat | .vertex, fields => fields.vertices.length | .edge, fields => fields.endpoints.length def count : Field → GraphReductionInput → Nat | .vertex, input => input.graph.n | .edge, input => input.graph.edges.length def tokenBits (field : Field) (input : GraphReductionInput) : List Bool := List.replicate (count field input) true @[simp] theorem count_vertex (input : GraphReductionInput) : count .vertex input = input.graph.n := rfl @[simp] theorem count_edge (input : GraphReductionInput) : count .edge input = input.graph.edges.length := rfl @[simp] theorem tokenBits_length (field : Field) (input : GraphReductionInput) : (tokenBits field input).length = count field input := by simp [tokenBits] @[simp] theorem tokenBits_reverse (field : Field) (input : GraphReductionInput) : (tokenBits field input).reverse = tokenBits field input := by simp [tokenBits] theorem output_graphFields (field : Field) (fields : GraphFields) : scanOutput field initial fields.bits = List.replicate (fieldsCount field fields) true := by have hend := scanOutput_endpoints field fields.endpoints [] simp only [List.append_nil, scanOutput_nil] at hend cases field <;> simp [GraphFields.bits, List.append_assoc, initial, scanOutput_natBits, afterName, scanOutput_vertices, fieldsCount, hend] theorem fieldsCount_fields (field : Field) (input : GraphReductionInput) : fieldsCount field input.fields = count field input := by cases field <;> simp [fieldsCount, count, GraphReductionInput.fields] theorem output_graphBits (field : Field) (input : GraphReductionInput) : scanOutput field initial (graphBits input) = tokenBits field input := by simpa only [graphBits, fieldsCount_fields, tokenBits] using output_graphFields field input.fields theorem count_le_bits (field : Field) (input : GraphReductionInput) : count field input ≤ (graphBits input).length := by cases field with | vertex => exact graph_vertexCount_le_bits input | edge => exact graph_edgeCount_le_bits input theorem emit_length_le (field : Field) (mode : Mode) (bit : Bool) : (emit field mode bit).length ≤ 1 := by cases field <;> cases mode <;> cases bit <;> simp [emit] variable {K Λ σ : Type} [DecidableEq K] abbrev State (σ : Type) := MachineTransducerCopy.State σ Mode def clean (ambient : σ) : State σ := ((ambient, initial), none) inductive Label | scan | restore | emitter (mode : Mode) (bit : Bool) deriving DecidableEq, Fintype def instruction (field : Field) (slots : Fin 3 ↪ K) (labels : Label → Λ) (exit : Option Λ) : Label → TM2.Stmt (MachineTransducerCopy.Alphabet K) Λ (State σ) | .scan => MachineTransducerCopy.scanLoop (slots 0) (slots 1) initial (fun mode bit => labels (.emitter mode bit)) (labels .restore) | .emitter mode bit => MachineTransducerCopy.emitter (slots 2) transition (emit field) (labels .scan) mode bit | .restore => MachineTransfer.loopAt (slots 1) (slots 0) id false (labels .restore) exit def resultTapes (field : Field) (slots : Fin 3 ↪ K) (base : K → List Bool) (input : GraphReductionInput) : K → List Bool := Function.update base (slots 2) (tokenBits field input ++ base (slots 2)) theorem resultTapes_other (field : Field) (slots : Fin 3 ↪ K) (base : K → List Bool) (input : GraphReductionInput) (k : K) (hne : k ≠ slots 2) : resultTapes field slots base input k = base k := by simp [resultTapes, hne] @[simp] theorem resultTapes_destination (field : Field) (slots : Fin 3 ↪ K) (base : K → List Bool) (input : GraphReductionInput) : resultTapes field slots base input (slots 2) = tokenBits field input ++ base (slots 2) := by simp [resultTapes] theorem tokensTrace (field : Field) (slots : Fin 3 ↪ K) (labels : Label → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (MachineTransducerCopy.Alphabet K) Λ (State σ)) (atLabels : ∀ label, program (labels label) = instruction field slots labels exit label) (base : K → List Bool) (input : GraphReductionInput) (sourceWord : base (slots 0) = graphBits input) (scratchEmpty : base (slots 1) = []) (ambient : σ) : (MachineComposition.advance (TM2.step program))^[3 * (graphBits input).length + 2] (some ⟨some (labels .scan), clean ambient, base⟩) = some ⟨exit, clean ambient, resultTapes field slots base input⟩ := by have hd (i j : Fin 3) (hne : i ≠ j) : slots i ≠ slots j := slots.injective.ne hne have run := MachineTransducerCopy.transduceCopyTrace (slots 0) (slots 1) (slots 2) (hd 0 1 (by decide)) (hd 0 2 (by decide)) (hd 1 2 (by decide)) initial transition (emit field) (labels .scan) (labels .restore) (fun mode bit => labels (.emitter mode bit)) exit program (atLabels .scan) (fun mode bit => atLabels (.emitter mode bit)) (atLabels .restore) base scratchEmpty ambient initial none have hout : MachineTransducer.output transition (emit field) initial (base (slots 0)) = tokenBits field input := by change scanOutput field initial (base (slots 0)) = _ rw [sourceWord, output_graphBits] rw [hout] at run simpa only [sourceWord, tokenBits_reverse, clean, resultTapes] using run def tokensInTime (field : Field) (slots : Fin 3 ↪ K) (labels : Label → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (MachineTransducerCopy.Alphabet K) Λ (State σ)) (atLabels : ∀ label, program (labels label) = instruction field slots labels exit label) (base : K → List Bool) (input : GraphReductionInput) (sourceWord : base (slots 0) = graphBits input) (scratchEmpty : base (slots 1) = []) (ambient : σ) : StateTransition.EvalsToInTime (TM2.step program) ⟨some (labels .scan), clean ambient, base⟩ (some ⟨exit, clean ambient, resultTapes field slots base input⟩) (3 * (graphBits input).length + 2) where steps := 3 * (graphBits input).length + 2 evals_in_steps := tokensTrace field slots labels exit program atLabels base input sourceWord scratchEmpty ambient steps_le_m := Nat.le_refl _ theorem resultTapes_counter (field : Field) (slots : Fin 3 ↪ K) (base : K → List Bool) (input : GraphReductionInput) (destinationTerminated : base (slots 2) = [false]) : resultTapes field slots base input = Function.update base (slots 2) (encodeWord (count field input)) := by simp only [resultTapes, destinationTerminated, tokenBits, encodeWord] def counterInTime (field : Field) (slots : Fin 3 ↪ K) (labels : Label → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (MachineTransducerCopy.Alphabet K) Λ (State σ)) (atLabels : ∀ label, program (labels label) = instruction field slots labels exit label) (base : K → List Bool) (input : GraphReductionInput) (sourceWord : base (slots 0) = graphBits input) (scratchEmpty : base (slots 1) = []) (destinationTerminated : base (slots 2) = [false]) (ambient : σ) : StateTransition.EvalsToInTime (TM2.step program) ⟨some (labels .scan), clean ambient, base⟩ (some ⟨exit, clean ambient, Function.update base (slots 2) (encodeWord (count field input))⟩) (3 * (graphBits input).length + 2) := by have run := tokensInTime field slots labels exit program atLabels base input sourceWord scratchEmpty ambient rw [resultTapes_counter field slots base input destinationTerminated] at run exact run end BinPackingGap.GraphTokenMachine namespace BinPackingGap.GraphPreparationMachine open Turing open BinPackingGames.Foundations.Complexity abbrev State (A : Type) := GraphFieldMachine.State A inductive Label | threshold (label : GraphFieldMachine.Label) | endpoints (label : GraphFieldMachine.Label) | vertices (label : GraphTokenMachine.Label) | edges (label : GraphTokenMachine.Label) deriving DecidableEq, Fintype def fieldIndices (edge : Bool) : Fin 4 ↪ Fin 7 where toFun := if edge then ![0, 1, 2, 4] else ![0, 1, 2, 3] inj' := by cases edge <;> decide def tokenIndices (edge : Bool) : Fin 3 ↪ Fin 7 where toFun := if edge then ![0, 1, 6] else ![0, 1, 5] inj' := by cases edge <;> decide variable {K Λ A : Type} [DecidableEq K] def fieldSlots (slots : Fin 7 ↪ K) (edge : Bool) : Fin 4 ↪ K := (fieldIndices edge).trans slots def tokenSlots (slots : Fin 7 ↪ K) (edge : Bool) : Fin 3 ↪ K := (tokenIndices edge).trans slots omit [DecidableEq K] in @[simp] theorem fieldSlots_zero [DecidableEq K] (slots : Fin 7 ↪ K) (edge : Bool) : fieldSlots slots edge 0 = slots 0 := by cases edge <;> rfl omit [DecidableEq K] in @[simp] theorem fieldSlots_one [DecidableEq K] (slots : Fin 7 ↪ K) (edge : Bool) : fieldSlots slots edge 1 = slots 1 := by cases edge <;> rfl omit [DecidableEq K] in @[simp] theorem fieldSlots_two [DecidableEq K] (slots : Fin 7 ↪ K) (edge : Bool) : fieldSlots slots edge 2 = slots 2 := by cases edge <;> rfl omit [DecidableEq K] in @[simp] theorem fieldSlots_three [DecidableEq K] (slots : Fin 7 ↪ K) (edge : Bool) : fieldSlots slots edge 3 = slots (if edge then 4 else 3) := by cases edge <;> rfl omit [DecidableEq K] in @[simp] theorem tokenSlots_zero [DecidableEq K] (slots : Fin 7 ↪ K) (edge : Bool) : tokenSlots slots edge 0 = slots 0 := by cases edge <;> rfl omit [DecidableEq K] in @[simp] theorem tokenSlots_one [DecidableEq K] (slots : Fin 7 ↪ K) (edge : Bool) : tokenSlots slots edge 1 = slots 1 := by cases edge <;> rfl omit [DecidableEq K] in @[simp] theorem tokenSlots_two [DecidableEq K] (slots : Fin 7 ↪ K) (edge : Bool) : tokenSlots slots edge 2 = slots (if edge then 6 else 5) := by cases edge <;> rfl def instruction (slots : Fin 7 ↪ K) (labels : Label → Λ) (exit : Option Λ) : Label → TM2.Stmt (fun _ : K => Bool) Λ (State A) | .threshold l => GraphFieldMachine.instruction .threshold (fieldSlots slots false) (fun l => labels (.threshold l)) (some (labels (.endpoints .scan))) l | .endpoints l => GraphFieldMachine.instruction .endpoints (fieldSlots slots true) (fun l => labels (.endpoints l)) (some (labels (.vertices .scan))) l | .vertices l => GraphTokenMachine.instruction .vertex (tokenSlots slots false) (fun l => labels (.vertices l)) (some (labels (.edges .scan))) l | .edges l => GraphTokenMachine.instruction .edge (tokenSlots slots true) (fun l => labels (.edges l)) exit l def preparedTapes (slots : Fin 7 ↪ K) (base : K → List Bool) (input : GraphReductionInput) : K → List Bool := GraphTokenMachine.resultTapes .edge (tokenSlots slots true) (GraphTokenMachine.resultTapes .vertex (tokenSlots slots false) (GraphFieldMachine.resultTapes .endpoints (fieldSlots slots true) (GraphFieldMachine.resultTapes .threshold (fieldSlots slots false) base input) input) input) input def steps (input : GraphReductionInput) : Nat := GraphFieldMachine.steps .threshold input + GraphFieldMachine.steps .endpoints input + (3 * (graphBits input).length + 2) + (3 * (graphBits input).length + 2) theorem preparedTapes_register (slots : Fin 7 ↪ K) (base : K → List Bool) (input : GraphReductionInput) (j : Fin 7) : preparedTapes slots base input (slots j) = match j.val with | 3 => GraphFieldMachine.fieldBits .threshold input ++ base (slots 3) | 4 => GraphFieldMachine.fieldBits .endpoints input ++ base (slots 4) | 5 => List.replicate input.graph.n true ++ base (slots 5) | 6 => List.replicate input.graph.edges.length true ++ base (slots 6) | _ => base (slots j) := by fin_cases j <;> simp [preparedTapes, GraphFieldMachine.resultTapes, GraphTokenMachine.resultTapes, GraphTokenMachine.tokenBits, GraphTokenMachine.count, slots.injective.eq_iff] theorem preparedTapes_other (slots : Fin 7 ↪ K) (base : K → List Bool) (input : GraphReductionInput) (k : K) (h₃ : k ≠ slots 3) (h₄ : k ≠ slots 4) (h₅ : k ≠ slots 5) (h₆ : k ≠ slots 6) : preparedTapes slots base input k = base k := by simp [preparedTapes, GraphFieldMachine.resultTapes, GraphTokenMachine.resultTapes, h₃, h₄, h₅, h₆] theorem steps_le (input : GraphReductionInput) : steps input ≤ 14 * (graphBits input).length + 10 := by have hk := GraphFieldMachine.steps_le .threshold input have he := GraphFieldMachine.steps_le .endpoints input unfold steps omega private theorem joinTrace {X : Type*} {f : X → X} {a b c : X} {n m : Nat} (first : f^[n] a = b) (second : f^[m] b = c) : f^[n + m] a = c := by rw [Nat.add_comm, Function.iterate_add_apply, first, second] theorem preparationTrace (slots : Fin 7 ↪ K) (labels : Label → Λ) (exit : Option Λ) (P : Λ → TM2.Stmt (fun _ : K => Bool) Λ (State A)) (atLabels : ∀ l, P (labels l) = instruction slots labels exit l) (base : K → List Bool) (input : GraphReductionInput) (graphWord : base (slots 0) = graphBits input) (scratchEmpty : base (slots 1) = []) (temporaryEmpty : base (slots 2) = []) (ambient : A) : (MachineComposition.advance (TM2.step P))^[steps input] (some ⟨some (labels (.threshold .scan)), GraphFieldMachine.clean ambient, base⟩) = some ⟨exit, GraphFieldMachine.clean ambient, preparedTapes slots base input⟩ := by have hd (i j : Fin 7) (h : i ≠ j) : slots i ≠ slots j := slots.injective.ne h let b₁ := GraphFieldMachine.resultTapes .threshold (fieldSlots slots false) base input let b₂ := GraphFieldMachine.resultTapes .endpoints (fieldSlots slots true) b₁ input let b₃ := GraphTokenMachine.resultTapes .vertex (tokenSlots slots false) b₂ input have g₁ : b₁ (slots 0) = graphBits input := by simp [b₁, GraphFieldMachine.resultTapes, hd 0 3 (by decide), graphWord] have s₁ : b₁ (slots 1) = [] := by simp [b₁, GraphFieldMachine.resultTapes, hd 1 3 (by decide), scratchEmpty] have t₁ : b₁ (slots 2) = [] := by simp [b₁, GraphFieldMachine.resultTapes, hd 2 3 (by decide), temporaryEmpty] have g₂ : b₂ (slots 0) = graphBits input := by simp [b₂, GraphFieldMachine.resultTapes, hd 0 4 (by decide), g₁] have s₂ : b₂ (slots 1) = [] := by simp [b₂, GraphFieldMachine.resultTapes, hd 1 4 (by decide), s₁] have g₃ : b₃ (slots 0) = graphBits input := by simp [b₃, GraphTokenMachine.resultTapes, hd 0 5 (by decide), g₂] have s₃ : b₃ (slots 1) = [] := by simp [b₃, GraphTokenMachine.resultTapes, hd 1 5 (by decide), s₂] have r₁ := GraphFieldMachine.extractTrace .threshold (fieldSlots slots false) (fun l => labels (.threshold l)) (some (labels (.endpoints .scan))) P (fun l => atLabels (.threshold l)) base input (by simpa using graphWord) (by simpa using scratchEmpty) (by simpa using temporaryEmpty) ambient have r₂ := GraphFieldMachine.extractTrace .endpoints (fieldSlots slots true) (fun l => labels (.endpoints l)) (some (labels (.vertices .scan))) P (fun l => atLabels (.endpoints l)) b₁ input (by simpa using g₁) (by simpa using s₁) (by simpa using t₁) ambient have r₃ := GraphTokenMachine.tokensTrace .vertex (tokenSlots slots false) (fun l => labels (.vertices l)) (some (labels (.edges .scan))) P (fun l => atLabels (.vertices l)) b₂ input (by simpa using g₂) (by simpa using s₂) ambient have r₄ := GraphTokenMachine.tokensTrace .edge (tokenSlots slots true) (fun l => labels (.edges l)) exit P (fun l => atLabels (.edges l)) b₃ input (by simpa using g₃) (by simpa using s₃) ambient exact joinTrace (joinTrace (joinTrace r₁ r₂) r₃) r₄ def preparationInTime (slots : Fin 7 ↪ K) (labels : Label → Λ) (exit : Option Λ) (P : Λ → TM2.Stmt (fun _ : K => Bool) Λ (State A)) (atLabels : ∀ l, P (labels l) = instruction slots labels exit l) (base : K → List Bool) (input : GraphReductionInput) (graphWord : base (slots 0) = graphBits input) (scratchEmpty : base (slots 1) = []) (temporaryEmpty : base (slots 2) = []) (ambient : A) : StateTransition.EvalsToInTime (TM2.step P) ⟨some (labels (.threshold .scan)), GraphFieldMachine.clean ambient, base⟩ (some ⟨exit, GraphFieldMachine.clean ambient, preparedTapes slots base input⟩) (14 * (graphBits input).length + 10) where steps := steps input evals_in_steps := preparationTrace slots labels exit P atLabels base input graphWord scratchEmpty temporaryEmpty ambient steps_le_m := steps_le input end BinPackingGap.GraphPreparationMachine namespace BinPackingGap.PackingMachineBlocks open Turing open BinPackingGames.Foundations.Complexity open FiniteTapeProgram inductive State | graph (state : GraphFieldMachine.State Unit) | arithmetic (state : BinaryAddMachine.State Unit) | emission (state : MachineFieldTemplate.State Unit) deriving DecidableEq, Fintype def graphControl : MachineControlEmbedding.Control (GraphFieldMachine.State Unit) State where put := State.graph get | .graph s => s | _ => GraphFieldMachine.clean () get_put _ := rfl def arithmeticControl : MachineControlEmbedding.Control (BinaryAddMachine.State Unit) State where put := State.arithmetic get | .arithmetic s => s | _ => BinaryAddMachine.clean () get_put _ := rfl def emissionControl : MachineControlEmbedding.Control (MachineFieldTemplate.State Unit) State where put := State.emission get | .emission s => s | _ => (((), ()), none) get_put _ := rfl variable {K : Type} [DecidableEq K] def invoke {σ L : Type} [Fintype L] (control : MachineControlEmbedding.Control σ State) (initial : σ) (main : L) (program : L → TM2.Stmt (fun _ : K => Bool) L σ) : Code (K := K) (S := State) := .seq (.atom (.load (fun _ => control.put initial) .done)) (.routine L inferInstance main (fun l => MachineControlEmbedding.statement control id none (program l))) theorem invokeExec {σ L : Type} [Fintype L] (control : MachineControlEmbedding.Control σ State) (initial : σ) (main : L) (program : L → TM2.Stmt (fun _ : K => Bool) L σ) (start : Data K State) (finishState : σ) (finishTapes : K → List Bool) (steps : Nat) (run : (MachineComposition.advance (TM2.step program))^[steps] (some ⟨some main, initial, start.tapes⟩) = some ⟨none, finishState, finishTapes⟩) : Exec (invoke control initial main program) start (1 + steps) ⟨control.put finishState, finishTapes⟩ := by refine Exec.seq (Exec.atom (.load (fun _ => control.put initial) .done) start) ?_ apply Exec.routine inferInstance main (fun l => MachineControlEmbedding.statement control id none (program l)) have translated := MachineControlEmbedding.trace control id none program (fun l => MachineControlEmbedding.statement control id none (program l)) (fun _ => rfl) steps ⟨some main, initial, start.tapes⟩ ⟨none, finishState, finishTapes⟩ run simpa only [Action.eval, MachineControlEmbedding.configuration, MachineSubroutine.label, id_eq] using translated theorem invokeExecInTime {σ L : Type} [Fintype L] (control : MachineControlEmbedding.Control σ State) (initial : σ) (main : L) (program : L → TM2.Stmt (fun _ : K => Bool) L σ) (start : Data K State) (finishState : σ) (finishTapes : K → List Bool) (budget : Nat) (run : StateTransition.EvalsToInTime (TM2.step program) ⟨some main, initial, start.tapes⟩ (some ⟨none, finishState, finishTapes⟩) budget) : ∃ steps ≤ budget + 1, Exec (invoke control initial main program) start steps ⟨control.put finishState, finishTapes⟩ := by refine ⟨1 + run.steps, ?_, ?_⟩ · have h := run.steps_le_m omega · exact invokeExec control initial main program start finishState finishTapes run.steps run.evals_in_steps def prepareGraph (slots : Fin 7 ↪ K) : Code (K := K) (S := State) := invoke graphControl (GraphFieldMachine.clean ()) (.threshold .scan) (GraphPreparationMachine.instruction slots id none) theorem prepareGraph_exec (slots : Fin 7 ↪ K) (start : Data K State) (input : GraphReductionInput) (graphWord : start.tapes (slots 0) = graphBits input) (scratchEmpty : start.tapes (slots 1) = []) (temporaryEmpty : start.tapes (slots 2) = []) : Exec (prepareGraph slots) start (1 + GraphPreparationMachine.steps input) ⟨.graph (GraphFieldMachine.clean ()), GraphPreparationMachine.preparedTapes slots start.tapes input⟩ := by apply invokeExec exact GraphPreparationMachine.preparationTrace slots id none (GraphPreparationMachine.instruction slots id none) (fun _ => rfl) start.tapes input graphWord scratchEmpty temporaryEmpty () theorem prepareGraph_cost (input : GraphReductionInput) : 1 + GraphPreparationMachine.steps input ≤ 14 * (graphBits input).length + 11 := by have h := GraphPreparationMachine.steps_le input omega def emitPool (field : Fin 2 → K) (scratch output counter : K) : Code (K := K) (S := State) := invoke emissionControl (((), ()), none) .guard (PackingPoolMachine.instruction field scratch output counter id none) theorem emitPool_exec (field : Fin 2 → K) (scratch output counter : K) (fieldScratch : ∀ j, field j ≠ scratch) (fieldOutput : ∀ j, field j ≠ output) (fieldCounter : ∀ j, field j ≠ counter) (scratchOutput : scratch ≠ output) (scratchCounter : scratch ≠ counter) (outputCounter : output ≠ counter) (base : K → List Bool) (scratchEmpty : base scratch = []) (numerator denominator : List Bool) (numWord : base (field 0) = numerator) (denWord : base (field 1) = denominator) (startState : State) (suffix : List Bool) (n : Nat) : ∃ steps ≤ n * (3 * (numerator.length + denominator.length) + 9) + 3, Exec (emitPool field scratch output counter) ⟨startState, MachineUnaryCounter.counterTapes counter base n suffix⟩ steps ⟨.emission (((), ()), none), MachineUnaryCounter.counterTapes counter (Function.update base output (PackingPoolMachine.repeatWord (PackingPoolMachine.record numerator denominator).reverse n ++ base output)) 0 suffix⟩ := by have run := PackingPoolMachine.poolInTime field scratch output counter fieldScratch fieldOutput fieldCounter scratchOutput scratchCounter outputCounter id none (PackingPoolMachine.instruction field scratch output counter id none) (fun _ => rfl) base scratchEmpty numerator denominator numWord denWord () suffix n have lifted := invokeExecInTime emissionControl (((), ()), none) .guard (PackingPoolMachine.instruction field scratch output counter id none) ⟨startState, MachineUnaryCounter.counterTapes counter base n suffix⟩ (((), ()), none) _ _ run simpa only [emitPool, emissionControl, Nat.add_assoc, Nat.reduceAdd] using lifted end BinPackingGap.PackingMachineBlocks namespace BinPackingGap.PackingArithmeticProgram open FiniteTapeProgram PackingMachineBlocks variable {K : Type} [DecidableEq K] def code (body : Code (K := K) (S := BinaryAddMachine.State Unit)) : Code (K := K) (S := State) := invoke arithmeticControl (BinaryAddMachine.clean ()) body.entry (body.instruction id none) theorem exec (body : Code (K := K) (S := BinaryAddMachine.State Unit)) (before after : K → List Bool) (steps : Nat) (state : State) (run : Exec body ⟨BinaryAddMachine.clean (), before⟩ steps ⟨BinaryAddMachine.clean (), after⟩) : Exec (code body) ⟨state, before⟩ (1 + steps) ⟨.arithmetic (BinaryAddMachine.clean ()), after⟩ := by exact invokeExec arithmeticControl (BinaryAddMachine.clean ()) body.entry (body.instruction id none) ⟨state, before⟩ (BinaryAddMachine.clean ()) after steps (run.trace (body.instruction id none) id none (fun _ => rfl)) theorem exec_in_time (body : Code (K := K) (S := BinaryAddMachine.State Unit)) (before after : K → List Bool) (budget : Nat) (state : State) (run : ∃ steps ≤ budget, Exec body ⟨BinaryAddMachine.clean (), before⟩ steps ⟨BinaryAddMachine.clean (), after⟩) : ∃ steps ≤ budget + 1, Exec (code body) ⟨state, before⟩ steps ⟨.arithmetic (BinaryAddMachine.clean ()), after⟩ := by obtain ⟨steps, bound, actual⟩ := run exact ⟨1 + steps, by omega, exec body before after steps state actual⟩ end BinPackingGap.PackingArithmeticProgram namespace BinPackingGap.PackingCountedProgram open FiniteTapeProgram PackingMachineBlocks open scoped BigOperators variable {K : Type} [DecidableEq K] def guardState (head : Option Bool) : State := .arithmetic ((((), false), none), head) def guard (counter : K) : Action K State := .pop counter (fun _ head => guardState head) .done def more : State → Bool | .arithmetic state => state.2.isSome | _ => false def loop (counter : K) (body : Code (K := K) (S := State)) : Code (K := K) (S := State) := .loop (guard counter) more body def counterTapes (counter : K) (base : K → List Bool) (n : Nat) : K → List Bool := Function.update base counter (List.replicate n true) theorem guard_succ (counter : K) (base : K → List Bool) (n : Nat) (state : State) : (guard counter).eval ⟨state, counterTapes counter base (n + 1)⟩ = ⟨guardState (some true), counterTapes counter base n⟩ := by simp [guard, Action.eval, counterTapes, List.replicate_succ] theorem guard_zero (counter : K) (base : K → List Bool) (state : State) : (guard counter).eval ⟨state, counterTapes counter base 0⟩ = ⟨guardState none, counterTapes counter base 0⟩ := by simp [guard, Action.eval, counterTapes] def totalBudget (bodyCost : Nat → Nat) (n : Nat) : Nat := (∑ r ∈ Finset.range n, bodyCost r) + n + 1 @[simp] theorem totalBudget_zero (bodyCost : Nat → Nat) : totalBudget bodyCost 0 = 1 := by simp [totalBudget] theorem totalBudget_succ (bodyCost : Nat → Nat) (n : Nat) : totalBudget bodyCost (n + 1) = bodyCost n + totalBudget bodyCost n + 1 := by simp only [totalBudget, Finset.sum_range_succ] omega theorem exec (counter : K) (body : Code (K := K) (S := State)) (base : Nat → K → List Bool) (state : Nat → State) (bodyCost : Nat → Nat) (n : Nat) (bodyRuns : ∀ r, r < n → ∃ steps ≤ bodyCost r, Exec body ⟨guardState (some true), counterTapes counter (base (r + 1)) r⟩ steps ⟨state r, counterTapes counter (base r) r⟩) : ∃ steps ≤ totalBudget bodyCost n, Exec (loop counter body) ⟨state n, counterTapes counter (base n) n⟩ steps ⟨guardState none, counterTapes counter (base 0) 0⟩ := by revert bodyRuns induction n with | zero => intro _ refine ⟨1, by simp, ?_⟩ have h : more ((guard counter).eval ⟨state 0, counterTapes counter (base 0) 0⟩).state = false := by rw [guard_zero] rfl simpa only [loop, guard_zero] using (Exec.loop_false (a := body) h) | succ n ih => intro bodyRuns obtain ⟨tailSteps, htail, tailRun⟩ := ih (fun r hr => bodyRuns r (by omega)) obtain ⟨bodySteps, hbody, bodyRun⟩ := bodyRuns n (by omega) refine ⟨bodySteps + tailSteps + 1, ?_, ?_⟩ · rw [totalBudget_succ] omega · have h : more ((guard counter).eval ⟨state (n + 1), counterTapes counter (base (n + 1)) (n + 1)⟩).state = true := by rw [guard_succ] rfl have bodyRun' : Exec body ((guard counter).eval ⟨state (n + 1), counterTapes counter (base (n + 1)) (n + 1)⟩) bodySteps ⟨state n, counterTapes counter (base n) n⟩ := by rw [guard_succ] exact bodyRun exact Exec.loop_true h bodyRun' tailRun theorem totalBudget_le (bodyCost : Nat → Nat) (n bound : Nat) (bounded : ∀ r, r < n → bodyCost r ≤ bound) : totalBudget bodyCost n ≤ n * (bound + 1) + 1 := by have hsum : (∑ r ∈ Finset.range n, bodyCost r) ≤ n * bound := by calc _ ≤ ∑ _r ∈ Finset.range n, bound := Finset.sum_le_sum (fun r hr => bounded r (Finset.mem_range.mp hr)) _ = _ := by simp simp only [totalBudget, Nat.mul_add, Nat.mul_one] omega end BinPackingGap.PackingCountedProgram end OAI