openAI-math-dataset / lean /OAI /Computability /MinUncut /Machines /LoopInitialization.lean
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import Mathlib
import OAI.Computability.MinUncut.Machines.Driver
namespace OAI
section
namespace MinUncutGames.Foundations.PCP.AlphabetTable.LoopInitialization
open MinUncutGames.Foundations.Complexity
open RuntimeModel LoopState
theorem initialization_ready {q : Nat} (input : GenericGraphTables.Table q) :
Ready input 0 (Initialization.loopTapes input) where
le_darts := Nat.zero_le _
original := rfl
cursor := by
change Initialization.rowsBits input = cursorBits input 0
rw [cursorBits_zero]
rfl
vertices := rfl
darts := rfl
counter := by simp [Initialization.loopTapes]
edge := rfl
tail := rfl
reverseIndex := rfl
head := rfl
scratch := rfl
compareLeft := rfl
compareRight := rfl
output := rfl
reversed := by
change (Initialization.headerBits input).reverse = (prefixBits input 0).reverse
rw [prefixBits_zero]
rfl
end MinUncutGames.Foundations.PCP.AlphabetTable.LoopInitialization
end
section
namespace MinUncutGames.Foundations.PCP.AlphabetTable.Loop
open Turing
open MinUncutGames.Foundations.Complexity
open RuntimeModel
variable {q : Nat}
def zeroGuardInTime (input : GenericGraphTables.Table q) (base : Tape → List Bool)
(ready : LoopState.Ready input input.darts base)
(relation : GenericGraphTables.RelationTable q) (flag : Bool) :
StateTransition.EvalsToInTime (TM2.step (Driver.program q))
⟨some .guard, normal relation flag, base⟩
(some ⟨some .reverseOutput, normal relation flag, base⟩) 1 := by
have counterSelf : MachineUnaryCounter.counterTapes Tape.counter base 0 [] = base := by
simp only [MachineUnaryCounter.counterTapes, List.append_nil,
← ready.counter_at_end, Function.update_eq_self]
have run := MachineUnaryCounter.guardInTime_zero Tape.counter
(Driver.Label.guard : Driver.Label q) .tailStart .reverseOutput
(Driver.program q) (Driver.program_guard q) base [] (normal relation flag).1 none
simpa only [counterSelf, normal] using run
structure LoopResult (input : GenericGraphTables.Table q) (e remaining : Nat)
(base : Tape → List Bool) (oldRelation : GenericGraphTables.RelationTable q)
(oldFlag : Bool) where
tapes : Tape → List Bool
relation : GenericGraphTables.RelationTable q
flag : Bool
ready : LoopState.Ready input input.darts tapes
run : StateTransition.EvalsToInTime (TM2.step (Driver.program q))
⟨some .guard, normal oldRelation oldFlag, base⟩
(some ⟨some .reverseOutput, normal relation flag, tapes⟩)
(remaining * Body.bodyTime q (LoopState.inputBits input).length + 1)
def runRemaining (input : GenericGraphTables.Table q) :
(remaining e : Nat) → e + remaining = input.darts →
(base : Tape → List Bool) → LoopState.Ready input e base →
(oldRelation : GenericGraphTables.RelationTable q) → (oldFlag : Bool) →
LoopResult input e remaining base oldRelation oldFlag
| 0, e, finished, base, ready, oldRelation, oldFlag => by
have atEnd : e = input.darts := by omega
subst e
exact {
tapes := base
relation := oldRelation
flag := oldFlag
ready := ready
run := by
simpa only [Nat.zero_mul, Nat.zero_add] using
zeroGuardInTime input base ready oldRelation oldFlag }
| remaining + 1, e, finished, base, ready, oldRelation, oldFlag => by
have beforeEnd : e < input.darts := by omega
let edge : Fin input.darts := ⟨e, beforeEnd⟩
let one := Body.rowStep input edge base ready oldRelation oldFlag
let rest := runRemaining input remaining (e + 1) (by omega) one.tapes one.ready
input.rows[edge].relation (CompareLoop.rowLoop input edge)
let composed := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ one.run rest.run
refine {
tapes := rest.tapes
relation := rest.relation
flag := rest.flag
ready := rest.ready
run := { toEvalsTo := composed.toEvalsTo, steps_le_m := ?_ } }
have budget := composed.steps_le_m
simpa only [Nat.succ_mul, Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using budget
def prefixTime (q N : Nat) : Nat :=
Initialization.time N + N * Body.bodyTime q N + 1
private noncomputable local instance prefixRunSizeOf (input : GenericGraphTables.Table q)
(tapes : Tape → List Bool) (relation : GenericGraphTables.RelationTable q) (flag : Bool) :
SizeOf (StateTransition.EvalsToInTime (TM2.step (Driver.program q))
(initList (Driver.machine q) (GenericGraphTables.tableBits input))
(some ⟨some .reverseOutput, normal relation flag, tapes⟩)
(prefixTime q (LoopState.inputBits input).length)) :=
@StateTransition.EvalsToInTime._sizeOf_inst
(TM2.Cfg Alphabet (Driver.Label q) (State q))
(TM2.step (Driver.program q))
(initList (Driver.machine q) (GenericGraphTables.tableBits input))
(some ⟨some .reverseOutput, normal relation flag, tapes⟩)
(prefixTime q (LoopState.inputBits input).length) inferInstance
structure PrefixResult (input : GenericGraphTables.Table q) where
tapes : Tape → List Bool
relation : GenericGraphTables.RelationTable q
flag : Bool
ready : LoopState.Ready input input.darts tapes
run : StateTransition.EvalsToInTime (TM2.step (Driver.program q))
(initList (Driver.machine q) (GenericGraphTables.tableBits input))
(some ⟨some .reverseOutput, normal relation flag, tapes⟩)
(prefixTime q (LoopState.inputBits input).length)
def runPrefix (input : GenericGraphTables.Table q) : PrefixResult input := by
let rows := runRemaining input input.darts 0 (by simp)
(Initialization.loopTapes input) (LoopInitialization.initialization_ready input)
(Vector.replicate (q * q) false) false
let composed := StateTransition.EvalsToInTime.trans _ _ _ _ _ _
(Initialization.initializeInTime input) rows.run
refine {
tapes := rows.tapes
relation := rows.relation
flag := rows.flag
ready := rows.ready
run := { toEvalsTo := composed.toEvalsTo, steps_le_m := ?_ } }
have budget := composed.steps_le_m
change composed.steps ≤
input.darts * Body.bodyTime q (LoopState.inputBits input).length + 1 +
Initialization.time (LoopState.inputBits input).length at budget
have rowCount : input.darts ≤ (LoopState.inputBits input).length :=
GenericGraphTables.darts_le_tableBits_length input
have rowBudget := Nat.mul_le_mul_right (Body.bodyTime q (LoopState.inputBits input).length)
rowCount
unfold prefixTime
omega
theorem PrefixResult.reversed {input : GenericGraphTables.Table q} (result : PrefixResult input) :
result.tapes .reversed = (GraphTables.tableBits (Table.build input)).reverse :=
result.ready.reversed_at_end
theorem PrefixResult.output {input : GenericGraphTables.Table q} (result : PrefixResult input) :
result.tapes .output = [] := result.ready.output
end MinUncutGames.Foundations.PCP.AlphabetTable.Loop
end
section
namespace MinUncutGames.Foundations.PCP.AlphabetTable.Finish
open Turing
open MinUncutGames.Foundations.Complexity
open RuntimeModel
open scoped BigOperators
def afterReversal (base : Tape → List Bool) (word : List Bool) : Tape → List Bool :=
Reduction.MachineTransfer.tapesAt .reversed .output base [] word
@[simp] theorem afterReversal_output (base : Tape → List Bool) (word : List Bool) :
afterReversal base word .output = word := by
simp [afterReversal, Reduction.MachineTransfer.tapesAt]
@[simp] theorem afterReversal_reversed (base : Tape → List Bool) (word : List Bool) :
afterReversal base word .reversed = [] := by
simp [afterReversal, Reduction.MachineTransfer.tapesAt]
def finishBudget (base : Tape → List Bool) (word : List Bool) : Nat :=
word.length + 1 + (∑ i : Fin 15, (afterReversal base word (cleanupPorts i)).length) + 16
def reverseInTime (q : Nat) (base : Tape → List Bool) (word : List Bool)
(state : State q) (hreversed : base .reversed = word.reverse)
(houtput : base .output = []) :
StateTransition.EvalsToInTime (Driver.machine q).step
⟨some .reverseOutput, state, base⟩
(some ⟨some (.cleanup 0), (state.1, none), afterReversal base word⟩)
(word.length + 1) := by
have run := Reduction.MachineTransfer.transferAtInTime
(σ := Ambient q) Tape.reversed Tape.output (by decide) id false
Driver.Label.reverseOutput (some (.cleanup 0)) (Driver.program q) rfl
base state.1 state.2
simpa only [hreversed, houtput, List.length_reverse, List.reverse_reverse,
List.map_id, List.append_nil, afterReversal, Driver.machine, FinTM2.step] using! run
theorem cleared_eq_haltList (q : Nat) (base : Tape → List Bool) :
(⟨none, initial q, Cleanup.clearTapes cleanupPorts base⟩ : (Driver.machine q).Cfg) =
haltList (Driver.machine q) (base .output) := by
have tapes := Cleanup.clearTapes_outputOnly cleanupPorts Tape.output base
cleanupPorts_ne_output cleanupPorts_cover
congr 1
def cleanupInTime (q : Nat) (base : Tape → List Bool) (state : State q) :
StateTransition.EvalsToInTime (Driver.machine q).step
⟨some (.cleanup 0), state, base⟩
(some (haltList (Driver.machine q) (base .output)))
((∑ i : Fin 15, (base (cleanupPorts i)).length) + 16) := by
have run := Cleanup.cleanupInTime cleanupPorts Driver.Label.cleanup (initial q).1 none
(Driver.program q)
(fun i => by simp only [Driver.program, Cleanup.instruction_drain])
(by simp only [Driver.program, Cleanup.instruction_finish]) base state.1 state.2
change StateTransition.EvalsToInTime (Driver.machine q).step
⟨some (.cleanup 0), state, base⟩
(some ⟨none, initial q, Cleanup.clearTapes cleanupPorts base⟩)
((∑ i : Fin 15, (base (cleanupPorts i)).length) + 15 + 1) at run
rw [cleared_eq_haltList] at run
simpa only [Nat.add_assoc] using run
def finishInTime (q : Nat) (base : Tape → List Bool) (word : List Bool)
(state : State q) (hreversed : base .reversed = word.reverse)
(houtput : base .output = []) :
StateTransition.EvalsToInTime (Driver.machine q).step
⟨some .reverseOutput, state, base⟩
(some (haltList (Driver.machine q) word)) (finishBudget base word) := by
have first := reverseInTime q base word state hreversed houtput
have last := cleanupInTime q (afterReversal base word) (state.1, none)
rw [afterReversal_output] at last
have run := StateTransition.EvalsToInTime.trans (Driver.machine q).step _ _
⟨some .reverseOutput, state, base⟩
⟨some (.cleanup 0), (state.1, none), afterReversal base word⟩
(some (haltList (Driver.machine q) word)) first last
refine { toEvalsTo := run.toEvalsTo, steps_le_m := ?_ }
have budgetEq : ((∑ i : Fin 15, (afterReversal base word (cleanupPorts i)).length) + 16) +
(word.length + 1) =
finishBudget base word := by
dsimp only [finishBudget]
omega
exact run.steps_le_m.trans (Nat.le_of_eq budgetEq)
theorem afterReversal_selected_length_le (base : Tape → List Bool) (word : List Bool)
(i : Fin 15) :
(afterReversal base word (cleanupPorts i)).length ≤ (base (cleanupPorts i)).length := by
have ho := cleanupPorts_ne_output i
by_cases hr : cleanupPorts i = .reversed <;>
simp [afterReversal, Reduction.MachineTransfer.tapesAt, ho, hr]
theorem stackLength_after_prefix (q : Nat) (input : List Bool)
(base : Tape → List Bool) (state : State q) (budget : Nat)
(prefixRun : StateTransition.EvalsToInTime (Driver.machine q).step
(initList (Driver.machine q) input) (some ⟨some .reverseOutput, state, base⟩) budget)
(k : Tape) :
(base k).length ≤ input.length + budget * Runtime.programPushBound (Driver.machine q) := by
have bound := Runtime.executionSizeBound (Driver.machine q).step
(fun cfg => (cfg.stk k).length) (Runtime.programPushBound (Driver.machine q))
(Runtime.stepStackLength (Driver.machine q) k) prefixRun
exact bound.trans (Nat.add_le_add_right
(Runtime.initialStackLength (Driver.machine q) input k) _)
theorem finishBudget_le_of_prefix (q : Nat) (input : List Bool)
(base : Tape → List Bool) (word : List Bool) (state : State q) (budget : Nat)
(prefixRun : StateTransition.EvalsToInTime (Driver.machine q).step
(initList (Driver.machine q) input) (some ⟨some .reverseOutput, state, base⟩) budget)
(hreversed : base .reversed = word.reverse) :
finishBudget base word ≤
16 * (input.length + budget * Runtime.programPushBound (Driver.machine q)) + 17 := by
let B := input.length + budget * Runtime.programPushBound (Driver.machine q)
have wordBound : word.length ≤ B := by
simpa only [hreversed, List.length_reverse] using
stackLength_after_prefix q input base state budget prefixRun .reversed
have sumBound : (∑ i : Fin 15, (afterReversal base word (cleanupPorts i)).length) ≤ 15 * B := by
calc
_ ≤ ∑ _i : Fin 15, B := by
apply Finset.sum_le_sum
intro i _
exact (afterReversal_selected_length_le base word i).trans
(stackLength_after_prefix q input base state budget prefixRun (cleanupPorts i))
_ = 15 * B := by simp
dsimp only [finishBudget]
omega
noncomputable def completedPolynomial (q : Nat) (prefixTime : Polynomial Nat) : Polynomial Nat :=
prefixTime + Polynomial.C 16 *
(Polynomial.X + Polynomial.C (Runtime.programPushBound (Driver.machine q)) * prefixTime) +
Polynomial.C 17
def finishAfterPrefix (q : Nat) (input : List Bool) (base : Tape → List Bool)
(word : List Bool) (state : State q) (budget : Nat)
(prefixRun : StateTransition.EvalsToInTime (Driver.machine q).step
(initList (Driver.machine q) input) (some ⟨some .reverseOutput, state, base⟩) budget)
(hreversed : base .reversed = word.reverse) (houtput : base .output = []) :
TM2OutputsInTime (Driver.machine q) input (some word)
(budget + 16 * (input.length + budget * Runtime.programPushBound (Driver.machine q)) + 17) := by
have last := finishInTime q base word state hreversed houtput
let run := StateTransition.EvalsToInTime.trans (Driver.machine q).step _ _
(initList (Driver.machine q) input) ⟨some .reverseOutput, state, base⟩
(some (haltList (Driver.machine q) word)) prefixRun last
refine { toEvalsTo := run.toEvalsTo, steps_le_m := ?_ }
have finishBound := finishBudget_le_of_prefix q input base word state budget prefixRun hreversed
have allBound := run.steps_le_m
omega
def finishAfterPolynomialPrefix (q : Nat) (input : List Bool) (base : Tape → List Bool)
(word : List Bool) (state : State q) (prefixTime : Polynomial Nat)
(prefixRun : StateTransition.EvalsToInTime (Driver.machine q).step
(initList (Driver.machine q) input) (some ⟨some .reverseOutput, state, base⟩)
(prefixTime.eval input.length))
(hreversed : base .reversed = word.reverse) (houtput : base .output = []) :
TM2OutputsInTime (Driver.machine q) input (some word)
((completedPolynomial q prefixTime).eval input.length) := by
have run := finishAfterPrefix q input base word state (prefixTime.eval input.length)
prefixRun hreversed houtput
refine { toEvalsTo := run.toEvalsTo, steps_le_m := ?_ }
simpa only [completedPolynomial, Polynomial.eval_add, Polynomial.eval_mul,
Polynomial.eval_C, Polynomial.eval_X, Nat.mul_comm] using run.steps_le_m
end MinUncutGames.Foundations.PCP.AlphabetTable.Finish
end
section
namespace MinUncutGames.Foundations.PCP.AlphabetTable.Runtime
open Turing
open MinUncutGames.Foundations.Complexity
open RuntimeModel
noncomputable def prefixPolynomial (q : Nat) : Polynomial Nat :=
Polynomial.C 27 * Polynomial.X + Polynomial.C 54 +
Polynomial.X *
(Polynomial.C (32 + 8 * (Enumeration.localCount q * (6 * (2 * 4104)))) *
(Polynomial.X + Polynomial.C 1)) + Polynomial.C 1
theorem prefixPolynomial_eval (q N : Nat) :
(prefixPolynomial q).eval N = Loop.prefixTime q N := by
simp only [prefixPolynomial, Polynomial.eval_add, Polynomial.eval_mul,
Polynomial.eval_C, Polynomial.eval_X, Loop.prefixTime,
Initialization.time, Body.bodyTime]
ring
noncomputable def time (q : Nat) : Polynomial Nat :=
Finish.completedPolynomial q (prefixPolynomial q)
noncomputable def tableOutputsInTime {q : Nat} (input : GenericGraphTables.Table q) :
TM2OutputsInTime (Driver.machine q) (GenericGraphTables.tableBits input)
(some (GraphTables.tableBits (Table.build input)))
((time q).eval (GenericGraphTables.tableBits input).length) := by
let prefixRun := Loop.runPrefix input
have hrun : StateTransition.EvalsToInTime (Driver.machine q).step
(initList (Driver.machine q) (GenericGraphTables.tableBits input))
(some ⟨some .reverseOutput, normal prefixRun.relation prefixRun.flag, prefixRun.tapes⟩)
((prefixPolynomial q).eval (GenericGraphTables.tableBits input).length) := by
rw [prefixPolynomial_eval]
exact prefixRun.run
exact Finish.finishAfterPolynomialPrefix q (GenericGraphTables.tableBits input)
prefixRun.tapes (GraphTables.tableBits (Table.build input))
(normal prefixRun.relation prefixRun.flag) (prefixPolynomial q) hrun
prefixRun.ready.reversed_at_end prefixRun.ready.output
noncomputable def tablePolynomialTime (q : Nat) :
TM2ComputableInPolyTime (GenericGraphTables.tableBits (q := q))
GraphTables.tableBits (Table.build (q := q)) where
tm := Driver.machine q
inputAlphabet := Equiv.refl Bool
outputAlphabet := Equiv.refl Bool
time := time q
outputsFun input := by
change TM2OutputsInTime (Driver.machine q)
((GenericGraphTables.tableBits input).map id)
(some ((GraphTables.tableBits (Table.build input)).map id)) _
have input_eq : @List.map ((Driver.machine q).Γ (Driver.machine q).k₀)
((Driver.machine q).Γ (Driver.machine q).k₀) id
(GenericGraphTables.tableBits input) = GenericGraphTables.tableBits input := List.map_id _
have output_eq : @List.map ((Driver.machine q).Γ (Driver.machine q).k₁)
((Driver.machine q).Γ (Driver.machine q).k₁) id
(GraphTables.tableBits (Table.build input)) =
GraphTables.tableBits (Table.build input) := List.map_id _
simpa only [input_eq, output_eq] using tableOutputsInTime input
end MinUncutGames.Foundations.PCP.AlphabetTable.Runtime
end
section
namespace MinUncutGames.Foundations.Complexity.MachineRepeat
open Turing
inductive ExtraTape
| counter | temporary | output
deriving DecidableEq
protected abbrev ExtraTape.enumList : List ExtraTape := [.counter, .temporary, .output]
protected theorem ExtraTape.enumList_getElem?_ctorIdx_eq (x : ExtraTape) :
ExtraTape.enumList[x.ctorIdx]? = some x := by
cases x <;> rfl
protected theorem ExtraTape.enumList_nodup : ExtraTape.enumList.Nodup := by decide
instance : Fintype ExtraTape where
elems := ⟨ExtraTape.enumList, ExtraTape.enumList_nodup⟩
complete x := by cases x <;> decide
inductive Phase
| parse | guard | bodyToTemp | tempToBody | finalToTemp | tempToOutput
deriving DecidableEq
protected abbrev Phase.enumList : List Phase := [.parse, .guard, .bodyToTemp, .tempToBody,
.finalToTemp, .tempToOutput]
protected theorem Phase.enumList_getElem?_ctorIdx_eq (x : Phase) :
Phase.enumList[x.ctorIdx]? = some x := by
cases x <;> rfl
protected theorem Phase.enumList_nodup : Phase.enumList.Nodup := by decide
instance : Fintype Phase where
elems := ⟨Phase.enumList, Phase.enumList_nodup⟩
complete x := by cases x <;> decide
abbrev Tape (M : FinTM2) := M.K ⊕ ExtraTape
abbrev Symbols (M : FinTM2) := MachineEmbedding.Alphabet M.Γ (fun _ : ExtraTape => M.Γ M.k₀)
abbrev Label (M : FinTM2) := M.Λ ⊕ Phase
abbrev State (M : FinTM2) := M.σ × Option (M.Γ M.k₀)
def extraTapes (M : FinTM2) (counter temporary output : List (M.Γ M.k₀)) :
ExtraTape → List (M.Γ M.k₀)
| .counter => counter
| .temporary => temporary
| .output => output
def auxProgram (M : FinTM2) (input : M.Γ M.k₀ ≃ Bool) (output : M.Γ M.k₁ ≃ Bool) :
Phase → TM2.Stmt (Symbols M) (Label M) (State M)
| .parse => .pop (.inl M.k₀) (fun s v => (s.1,v))
(.branch (fun s => input (s.2.getD (input.symm false)))
(.push (.inr .counter) (fun _ => input.symm true)
(.load (fun s => (s.1,none)) (.goto (fun _ => .inr .parse))))
(.load (fun s => (s.1,none)) (.goto (fun _ => .inr .guard))))
| .guard => .pop (.inr .counter) (fun s v => (s.1,v))
(.branch (fun s => s.2.isSome)
(.load (fun s => (s.1,none)) (.goto (fun _ => .inl M.main)))
(.load (fun s => (s.1,none)) (.goto (fun _ => .inr .finalToTemp))))
| .bodyToTemp => Reduction.MachineTransfer.loopAt (Γ := Symbols M) (Λ := Label M) (.inl M.k₁) (.inr .temporary)
(fun b => input.symm (output b)) (input.symm false)
(.inr .bodyToTemp) (some (.inr .tempToBody))
| .tempToBody => Reduction.MachineTransfer.loopAt (Γ := Symbols M) (Λ := Label M) (.inr .temporary) (.inl M.k₀)
id (input.symm false) (.inr .tempToBody) (some (.inr .guard))
| .finalToTemp => Reduction.MachineTransfer.loopAt (Γ := Symbols M) (Λ := Label M) (.inl M.k₀) (.inr .temporary)
id (input.symm false) (.inr .finalToTemp) (some (.inr .tempToOutput))
| .tempToOutput => Reduction.MachineTransfer.loopAt (Γ := Symbols M) (Λ := Label M) (.inr .temporary) (.inr .output)
id (input.symm false) (.inr .tempToOutput) none
def program (M : FinTM2) (input : M.Γ M.k₀ ≃ Bool) (output : M.Γ M.k₁ ≃ Bool) :
Label M → TM2.Stmt (Symbols M) (Label M) (State M) :=
MachineEmbedding.program (some (.inr .bodyToTemp)) M.m (auxProgram M input output)
def machine (M : FinTM2) (input : M.Γ M.k₀ ≃ Bool) (output : M.Γ M.k₁ ≃ Bool) : FinTM2 where
K := Tape M
kFin := by letI := M.kFin; exact inferInstanceAs (Fintype (Tape M))
k₀ := .inl M.k₀
k₁ := .inr .output
Γ := Symbols M
Λ := Label M
ΛFin := by letI := M.ΛFin; exact inferInstanceAs (Fintype (Label M))
main := .inr .parse
σ := State M
σFin := by
letI := M.σFin
letI := M.Γk₀Fin
exact inferInstanceAs (Fintype (State M))
initialState := (M.initialState,none)
Γk₀Fin := M.Γk₀Fin
m := program M input output
def inputTapes (M : FinTM2) (word counter : List (M.Γ M.k₀)) : ∀k, List (Symbols M k) :=
MachineEmbedding.tapes (initList M word).stk (extraTapes M counter [] [])
@[simp] theorem inputTapes_input (M : FinTM2) (word counter : List (M.Γ M.k₀)) :
inputTapes M word counter (.inl M.k₀) = word := by
simp [inputTapes, initList]
@[simp] theorem inputTapes_counter (M : FinTM2) (word counter : List (M.Γ M.k₀)) :
inputTapes M word counter (.inr .counter) = counter := rfl
def inputConfig (M : FinTM2) (phase : Phase) (word counter : List (M.Γ M.k₀)) :
TM2.Cfg (Symbols M) (Label M) (State M) :=
⟨some (.inr phase),(M.initialState,none),inputTapes M word counter⟩
def embedded (M : FinTM2) (counter : List (M.Γ M.k₀)) (c : M.Cfg) :
TM2.Cfg (Symbols M) (Label M) (State M) :=
MachineEmbedding.configuration (some (.inr .bodyToTemp)) (none : Option (M.Γ M.k₀))
(extraTapes M counter [] []) c
def temporaryTapes (M : FinTM2) (word counter : List (M.Γ M.k₀)) : ∀k, List (Symbols M k) :=
MachineEmbedding.tapes (fun _ => []) (extraTapes M counter word [])
def temporaryConfig (M : FinTM2) (phase : Phase) (word counter : List (M.Γ M.k₀)) :
TM2.Cfg (Symbols M) (Label M) (State M) :=
⟨some (.inr phase),(M.initialState,none),temporaryTapes M word counter⟩
private theorem inputTapes_update_input (M : FinTM2)
(word counter replacement : List (M.Γ M.k₀)) :
Function.update (inputTapes M word counter) (.inl M.k₀) replacement =
inputTapes M replacement counter := by
funext k
cases k with
| inl k =>
by_cases h : k = M.k₀
· subst k; simp [inputTapes, initList]
· simp [inputTapes, initList, h]
| inr k => simp [inputTapes]
private theorem inputTapes_update_counter (M : FinTM2)
(word counter replacement : List (M.Γ M.k₀)) :
Function.update (inputTapes M word counter) (.inr .counter) replacement =
inputTapes M word replacement := by
funext k
cases k with
| inl k => simp [inputTapes]
| inr k => cases k <;> simp [inputTapes, extraTapes]
def oneStep {α : Type*} (step : α → Option α) (a b : α)
(h : step a = some b) : StateTransition.EvalsToInTime step a (some b) 1 where
steps := 1
evals_in_steps := by change step a = some b; exact h
steps_le_m := le_refl _
variable (M : FinTM2) (input : M.Γ M.k₀ ≃ Bool) (output : M.Γ M.k₁ ≃ Bool)
theorem parseStep_true (word counter : List (M.Γ M.k₀)) :
(machine M input output).step
(inputConfig M .parse (input.symm true :: word) counter) =
some (inputConfig M .parse word (input.symm true :: counter)) := by
change some (TM2.stepAux (auxProgram M input output .parse)
(M.initialState,none) (inputTapes M (input.symm true :: word) counter)) = _
simp [auxProgram, TM2.stepAux, inputTapes_update_input, inputTapes_update_counter,
inputConfig]
theorem parseStep_false (word counter : List (M.Γ M.k₀)) :
(machine M input output).step
(inputConfig M .parse (input.symm false :: word) counter) =
some (inputConfig M .guard word counter) := by
change some (TM2.stepAux (auxProgram M input output .parse)
(M.initialState,none) (inputTapes M (input.symm false :: word) counter)) = _
simp [auxProgram, TM2.stepAux, inputTapes_update_input, inputTapes_update_counter,
inputConfig]
theorem parseTrace (count : Nat) (word counter : List (M.Γ M.k₀)) :
(MachineComposition.advance (machine M input output).step)^[count+1]
(some (inputConfig M .parse ((encodeWord count).map input.symm ++ word) counter)) =
some (inputConfig M .guard word (List.replicate count (input.symm true) ++ counter)) := by
induction count generalizing counter with
| zero =>
simpa only [encodeWord, List.replicate_zero, List.nil_append, List.map_singleton,
List.singleton_append, Nat.zero_add, Function.iterate_one, MachineComposition.advance_some]
using! parseStep_false M input output word counter
| succ count ih =>
rw [Function.iterate_succ_apply]
change (MachineComposition.advance (machine M input output).step)^[count+1]
((machine M input output).step
(inputConfig M .parse ((encodeWord (count+1)).map input.symm ++ word) counter)) = _
simp only [encodeWord, List.replicate_succ, List.cons_append, List.map_cons,
List.map_append, List.map_replicate]
rw [parseStep_true]
have h := ih (input.symm true :: counter)
have hc : List.replicate count (input.symm true) ++ input.symm true :: counter =
input.symm true :: (List.replicate count (input.symm true) ++ counter) := by
rw [← List.singleton_append, ← List.append_assoc,
← List.replicate_succ', List.replicate_succ, List.cons_append]
rw [hc] at h
simpa only [encodeWord, List.map_append, List.map_replicate, List.map_singleton,
List.map_nil, List.singleton_append, List.append_assoc] using! h
theorem guardStep_some (word counter : List (M.Γ M.k₀)) (symbol : M.Γ M.k₀) :
(machine M input output).step (inputConfig M .guard word (symbol :: counter)) =
some (embedded M counter (initList M word)) := by
change some (TM2.stepAux (auxProgram M input output .guard)
(M.initialState,none) (inputTapes M word (symbol :: counter))) = _
simp [auxProgram, TM2.stepAux, inputTapes_update_counter,
embedded, MachineEmbedding.configuration]
exact ⟨rfl,rfl,rfl⟩
theorem guardStep_none (word : List (M.Γ M.k₀)) :
(machine M input output).step (inputConfig M .guard word []) =
some (inputConfig M .finalToTemp word []) := by
change some (TM2.stepAux (auxProgram M input output .guard)
(M.initialState,none) (inputTapes M word [])) = _
simp [auxProgram, TM2.stepAux, inputTapes_update_counter, inputConfig]
def bodyExecution (counter : List (M.Γ M.k₀))
(word : List (M.Γ M.k₀)) (result : List (M.Γ M.k₁)) (budget : Nat)
(run : TM2OutputsInTime M word (some result) budget) :
StateTransition.EvalsToInTime (machine M input output).step
(embedded M counter (initList M word))
(some (embedded M counter (haltList M result))) budget :=
MachineComposition.embeddedExecution (some (.inr .bodyToTemp : Label M))
(none : Option (M.Γ M.k₀)) (extraTapes M counter [] []) M.m
(auxProgram M input output) run
private theorem bodyToTemp_tapes (result : List (M.Γ M.k₁)) (counter : List (M.Γ M.k₀)) :
Reduction.MachineTransfer.tapesAt (.inl M.k₁) (.inr .temporary)
(embedded M counter (haltList M result)).stk []
(result.reverse.map (fun b => input.symm (output b))) =
temporaryTapes M (result.reverse.map (fun b => input.symm (output b))) counter := by
funext k
cases k with
| inl k =>
by_cases h : k = M.k₁
· subst k; simp [Reduction.MachineTransfer.tapesAt, temporaryTapes]
· simp [Reduction.MachineTransfer.tapesAt, temporaryTapes, embedded,
MachineEmbedding.configuration, haltList, h]
| inr k =>
cases k <;> simp [Reduction.MachineTransfer.tapesAt, temporaryTapes, embedded,
MachineEmbedding.configuration, extraTapes]
private theorem tempToBody_tapes (word counter : List (M.Γ M.k₀)) :
Reduction.MachineTransfer.tapesAt (Γ := Symbols M) (.inr .temporary) (.inl M.k₀)
(temporaryTapes M word counter) [] word.reverse = inputTapes M word.reverse counter := by
funext k
cases k with
| inl k =>
by_cases h : k = M.k₀
· subst k; simp [Reduction.MachineTransfer.tapesAt, inputTapes, initList]
· simp [Reduction.MachineTransfer.tapesAt, inputTapes, temporaryTapes, initList, h]
| inr k =>
cases k <;> simp [Reduction.MachineTransfer.tapesAt, inputTapes, temporaryTapes, extraTapes]
private theorem finalToTemp_tapes (word : List (M.Γ M.k₀)) :
Reduction.MachineTransfer.tapesAt (Γ := Symbols M) (.inl M.k₀) (.inr .temporary)
(inputTapes M word []) [] word.reverse = temporaryTapes M word.reverse [] := by
funext k
cases k with
| inl k =>
by_cases h : k = M.k₀
· subst k; simp [Reduction.MachineTransfer.tapesAt, temporaryTapes]
· simp [Reduction.MachineTransfer.tapesAt, inputTapes, temporaryTapes, initList, h]
| inr k =>
cases k <;> simp [Reduction.MachineTransfer.tapesAt, inputTapes, temporaryTapes, extraTapes]
private theorem tempToOutput_tapes (word : List (M.Γ M.k₀)) :
Reduction.MachineTransfer.tapesAt (Γ := Symbols M) (.inr .temporary) (.inr .output)
(temporaryTapes M word []) [] word.reverse =
(haltList (machine M input output) word.reverse).stk := by
funext k
cases k with
| inl k => simp [Reduction.MachineTransfer.tapesAt, temporaryTapes, haltList, machine]
| inr k =>
cases k <;> simp [Reduction.MachineTransfer.tapesAt, temporaryTapes, haltList,
machine, extraTapes]
rfl
def bodyToTemp (result : List (M.Γ M.k₁)) (counter : List (M.Γ M.k₀)) :
StateTransition.EvalsToInTime (machine M input output).step
(embedded M counter (haltList M result))
(some (temporaryConfig M .tempToBody
(result.reverse.map (fun b => input.symm (output b))) counter)) (result.length+1) := by
have run := Reduction.MachineTransfer.transferAtInTime
(Γ := Symbols M) (.inl M.k₁) (.inr .temporary) (by intro h; cases h)
(fun b => input.symm (output b)) (input.symm false)
(.inr .bodyToTemp) (some (.inr .tempToBody)) (program M input output) rfl
(embedded M counter (haltList M result)).stk M.initialState none
have hs : (embedded M counter (haltList M result)).stk (.inl M.k₁) = result := by
simp [embedded, MachineEmbedding.configuration, haltList]
have hd : (embedded M counter (haltList M result)).stk (.inr .temporary) = [] := rfl
rw [hs,hd,List.append_nil,bodyToTemp_tapes] at run
exact run
def tempToBody (word counter : List (M.Γ M.k₀)) :
StateTransition.EvalsToInTime (machine M input output).step
(temporaryConfig M .tempToBody word counter)
(some (inputConfig M .guard word.reverse counter)) (word.length+1) := by
have run := Reduction.MachineTransfer.transferAtInTime
(Γ := Symbols M) (.inr .temporary) (.inl M.k₀) (by intro h; cases h)
id (input.symm false) (.inr .tempToBody) (some (.inr .guard))
(program M input output) rfl (temporaryTapes M word counter) M.initialState none
simp only [temporaryTapes, MachineEmbedding.tapes, extraTapes,
List.map_id, List.append_nil] at run
rw [show Reduction.MachineTransfer.tapesAt (Γ := Symbols M) (.inr .temporary) (.inl M.k₀)
(MachineEmbedding.tapes (fun _ => []) (extraTapes M counter word [])) [] word.reverse =
inputTapes M word.reverse counter from tempToBody_tapes M word counter] at run
exact run
def finalToTemp (word : List (M.Γ M.k₀)) :
StateTransition.EvalsToInTime (machine M input output).step
(inputConfig M .finalToTemp word [])
(some (temporaryConfig M .tempToOutput word.reverse [])) (word.length+1) := by
have run := Reduction.MachineTransfer.transferAtInTime
(Γ := Symbols M) (.inl M.k₀) (.inr .temporary) (by intro h; cases h)
id (input.symm false) (.inr .finalToTemp) (some (.inr .tempToOutput))
(program M input output) rfl (inputTapes M word []) M.initialState none
have hd : inputTapes M word [] (.inr .temporary) = [] := rfl
rw [inputTapes_input,hd,List.map_id,List.append_nil,finalToTemp_tapes] at run
exact run
def tempToOutput (word : List (M.Γ M.k₀)) :
StateTransition.EvalsToInTime (machine M input output).step
(temporaryConfig M .tempToOutput word [])
(some (haltList (machine M input output) word.reverse)) (word.length+1) := by
have run := Reduction.MachineTransfer.transferAtInTime
(Γ := Symbols M) (.inr .temporary) (.inr .output) (by intro h; cases h)
id (input.symm false) (.inr .tempToOutput) none
(program M input output) rfl (temporaryTapes M word []) M.initialState none
have hs : temporaryTapes M word [] (.inr .temporary) = word := rfl
have hd : temporaryTapes M word [] (.inr .output) = [] := rfl
rw [hs,hd,List.map_id,List.append_nil,tempToOutput_tapes] at run
exact run
def bodyReturn (result : List (M.Γ M.k₁)) (counter : List (M.Γ M.k₀)) :
StateTransition.EvalsToInTime (machine M input output).step
(embedded M counter (haltList M result))
(some (inputConfig M .guard (result.map (fun b => input.symm (output b))) counter))
(2*(result.length+1)) := by
have first := bodyToTemp M input output result counter
have second := tempToBody M input output (result.reverse.map (fun b => input.symm (output b))) counter
simp only [List.map_reverse,List.reverse_reverse,List.length_reverse,List.length_map] at first second
have full := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ first second
exact { toEvalsTo := full.toEvalsTo, steps_le_m := by have h := full.steps_le_m; omega }
def finish (word : List (M.Γ M.k₀)) :
StateTransition.EvalsToInTime (machine M input output).step
(inputConfig M .guard word []) (some (haltList (machine M input output) word))
(2*word.length+3) := by
have guard := oneStep _ _ _ (guardStep_none M input output word)
have first := finalToTemp M input output word
have second := tempToOutput M input output word.reverse
simp only [List.reverse_reverse,List.length_reverse] at second
have gfirst := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ guard first
have full := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ gfirst second
exact { toEvalsTo := full.toEvalsTo, steps_le_m := by have h := full.steps_le_m; omega }
def loopBudget : Nat → (Nat → List Bool) → (Nat → Nat) → Nat
| 0, words, _ => 2*(words 0).length+3
| count+1, words, budgets => budgets 0 + 2*(words 1).length+3 +
loopBudget count (fun i => words (i+1)) (fun i => budgets (i+1))
def loopExecution (count : Nat) (words : Nat → List Bool) (budgets : Nat → Nat)
(runs : ∀ i, i < count → TM2OutputsInTime M ((words i).map input.symm)
(some ((words (i+1)).map output.symm)) (budgets i)) :
StateTransition.EvalsToInTime (machine M input output).step
(inputConfig M .guard ((words 0).map input.symm)
(List.replicate count (input.symm true)))
(some (haltList (machine M input output) ((words count).map input.symm)))
(loopBudget count words budgets) := by
induction count generalizing words budgets with
| zero =>
simpa only [loopBudget,List.replicate_zero,List.length_map] using!
finish M input output ((words 0).map input.symm)
| succ count ih =>
rw [List.replicate_succ]
have guard := oneStep _ _ _ (guardStep_some M input output ((words 0).map input.symm)
(List.replicate count (input.symm true)) (input.symm true))
have body := bodyExecution M input output (List.replicate count (input.symm true))
((words 0).map input.symm) ((words 1).map output.symm) (budgets 0)
(runs 0 (Nat.zero_lt_succ count))
have returned := bodyReturn M input output ((words 1).map output.symm)
(List.replicate count (input.symm true))
have handoff : ((words 1).map output.symm).map (fun b => input.symm (output b)) =
(words 1).map input.symm := by
simp only [List.map_map,Function.comp_def,Equiv.apply_symm_apply]
rw [handoff,List.length_map] at returned
have tail := ih (fun i => words (i+1)) (fun i => budgets (i+1))
(fun i hi => runs (i+1) (Nat.succ_lt_succ hi))
have first := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ guard body
have second := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ first returned
have full := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ second tail
exact {
toEvalsTo := full.toEvalsTo
steps_le_m := by
have h := full.steps_le_m
simp only [loopBudget]
omega
}
private theorem inputConfig_init (word : List (M.Γ M.k₀)) :
inputConfig M .parse word [] = initList (machine M input output) word := by
unfold inputConfig initList
congr 1
funext k
cases k with
| inl k =>
by_cases h : k = M.k₀
· subst k; simp [inputTapes,initList,machine]; rfl
· simp [inputTapes,initList,machine,h]
| inr k => cases k <;> simp [inputTapes,initList,machine,extraTapes]
def executeSequence (count : Nat) (words : Nat → List Bool) (budgets : Nat → Nat)
(runs : ∀ i, i < count → TM2OutputsInTime M ((words i).map input.symm)
(some ((words (i+1)).map output.symm)) (budgets i)) :
TM2OutputsInTime (machine M input output)
((encodeWord count ++ words 0).map input.symm)
(some ((words count).map input.symm))
(count+1 + loopBudget count words budgets) := by
let parsed : StateTransition.EvalsToInTime (machine M input output).step
(inputConfig M .parse ((encodeWord count).map input.symm ++ (words 0).map input.symm) [])
(some (inputConfig M .guard ((words 0).map input.symm)
(List.replicate count (input.symm true)))) (count+1) := {
steps := count+1
evals_in_steps := by
change (MachineComposition.advance (machine M input output).step)^[count+1]
(some (inputConfig M .parse ((encodeWord count).map input.symm ++ (words 0).map input.symm) [])) = _
simpa only [List.append_nil] using! parseTrace M input output count
((words 0).map input.symm) []
steps_le_m := le_refl _
}
have body := loopExecution M input output count words budgets runs
have full := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ parsed body
rw [inputConfig_init M input output] at full
erw [List.map_append]
simpa only [TM2OutputsInTime,Option.map_some,Nat.add_comm] using! full
omit M input output in
theorem loopBudget_eq_sum (count : Nat) (words : Nat → List Bool) (budgets : Nat → Nat) :
loopBudget count words budgets =
(∑ i ∈ Finset.range count, (budgets i + 2*(words (i+1)).length+3)) +
2*(words count).length+3 := by
induction count generalizing words budgets with
| zero => simp [loopBudget]
| succ count ih =>
rw [loopBudget, ih, Finset.sum_range_succ']
simp only [Nat.zero_add]
omega
def executeSequenceSum (count : Nat) (words : Nat → List Bool) (budgets : Nat → Nat)
(runs : ∀ i, i < count → TM2OutputsInTime M ((words i).map input.symm)
(some ((words (i+1)).map output.symm)) (budgets i)) :
TM2OutputsInTime (machine M input output)
((encodeWord count ++ words 0).map input.symm)
(some ((words count).map input.symm))
(count+1 + ((∑ i ∈ Finset.range count, (budgets i+2*(words (i+1)).length+3)) +
2*(words count).length+3)) := by
rw [← loopBudget_eq_sum]
exact executeSequence M input output count words budgets runs
omit M input output in
theorem loopBudget_le (count : Nat) (words : Nat → List Bool) (budgets : Nat → Nat)
(bodyBound lengthBound : Nat)
(hb : ∀i, i<count → budgets i ≤ bodyBound)
(hl : ∀i, i≤count → (words i).length ≤ lengthBound) :
loopBudget count words budgets ≤ count*(bodyBound+2*lengthBound+3)+2*lengthBound+3 := by
rw [loopBudget_eq_sum]
have hs : (∑ i ∈ Finset.range count, (budgets i+2*(words (i+1)).length+3)) ≤
count*(bodyBound+2*lengthBound+3) := by
calc
_ ≤ ∑ i ∈ Finset.range count, (bodyBound+2*lengthBound+3) := by
apply Finset.sum_le_sum
intro i hi
have hi' := Finset.mem_range.mp hi
have hbi := hb i hi'
have hli := hl (i+1) hi'
omega
_ = _ := by simp
have hlast := hl count (le_refl _)
omega
end MinUncutGames.Foundations.Complexity.MachineRepeat
end
end OAI