openAI-math-dataset / lean /OAI /Computability /MaxCut /Machines /AddressMachineProgram.lean
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Add lean source and binary files (part 61)
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import Mathlib
import OAI.Computability.MaxCut.Machines.MachineTupleOdometer
import OAI.Computability.MaxCut.Games.AddressGame
namespace OAI
namespace MaxCutGames.Reduction.AddressMachineProgram
open Turing Foundations.Complexity Foundations.Hastad Integration
open MachineComposition
noncomputable section
abbrev Tape (k : Nat) {s d : Nat} (T : NoiseTables.Table s d) :=
AddressMachineSpace.Tape k s d T.vectors.length
abbrev State (k : Nat) := AddressMachineSpace.State k
variable (k : Nat) {s d : Nat} (T : NoiseTables.Table s d)
def accumulator : Tape k T := AddressMachineSpace.headerTape k s d T.vectors.length .reversed
def output : Tape k T := AddressMachineSpace.finalOutput k s d T.vectors.length
theorem accumulator_ne_output : accumulator k T ≠ output k T :=
AddressMachineSpace.headerTape_ne_finalOutput k s d T.vectors.length .reversed
/-- The finalizer visits every other tape in a fixed finite order. -/
def clearKeys : List (Tape k T) := by
classical
exact ((Finset.univ : Finset (Tape k T)).filter
(fun tape : Tape k T => tape ≠ accumulator k T ∧ tape ≠ output k T)).toList
@[simp] theorem mem_clearKeys (tape : Tape k T) :
tape ∈ clearKeys k T ↔ tape ≠ accumulator k T ∧ tape ≠ output k T := by
classical
simp [clearKeys]
@[simp] theorem accumulator_not_mem_clearKeys : accumulator k T ∉ clearKeys k T := by simp
@[simp] theorem output_not_mem_clearKeys : output k T ∉ clearKeys k T := by simp
theorem clearKeys_covers (tape : Tape k T) (ha : tape ≠ accumulator k T)
(ho : tape ≠ output k T) : tape ∈ clearKeys k T := (mem_clearKeys k T tape).2 ⟨ha,ho⟩
theorem clearKeys_nodup : (clearKeys k T).Nodup := by
unfold clearKeys
exact Finset.nodup_toList _
abbrev HeaderLabel := MachineAddressHeaders.Label k s d T.vectors.length
abbrev BodyLabel := Integration.AddressTupleBody.Label k s d T.vectors.length
(AddressOutcomeSpecs.rows k T)
abbrev FinishLabel := SourceRuntimeFinish.Label (clearKeys k T)
inductive Label (k : Nat) {s d : Nat} (T : NoiseTables.Table s d)
| header (localLabel : HeaderLabel k T)
| initialize (localLabel : MachineOdometerInit.Label k)
| body (localLabel : BodyLabel k T)
| check (digit : Fin k)
| reset (digit : Fin k)
| finishStart
| finish (localLabel : FinishLabel k T)
deriving DecidableEq, Fintype
def headerLabels : HeaderLabel k T → Label k T := Label.header
def initializeLabels : MachineOdometerInit.Label k → Label k T := Label.initialize
def bodyLabels : BodyLabel k T → Label k T := Label.body
def finishLabels : FinishLabel k T → Label k T := Label.finish
def start : Label k T := .header (.inl .copyOut)
def initializeStart : Label k T := MachineOdometerInit.labelAt (initializeLabels k T) 0
def bodyStart : Label k T := .body (Integration.AddressTupleBody.main (AddressOutcomeSpecs.rows k T))
def checkLabel (j : Fin k) : Label k T := .check j
def resetLabel (j : Fin k) : Label k T := .reset j
def finishStart : Label k T := .finishStart
def next (r : Nat) : Label k T :=
if h : r < k then checkLabel k T ⟨r,h⟩ else finishStart k T
def resetAt (r : Nat) : Label k T :=
if h : r < k then resetLabel k T ⟨r,h⟩ else finishStart k T
@[simp] theorem next_lt (r : Nat) (h : r < k) :
next k T r = checkLabel k T ⟨r,h⟩ := by simp [next,h]
@[simp] theorem next_ge (r : Nat) (h : k ≤ r) : next k T r = finishStart k T := by
simp [next, Nat.not_lt.mpr h]
@[simp] theorem resetAt_lt (r : Nat) (h : r < k) :
resetAt k T r = resetLabel k T ⟨r,h⟩ := by simp [resetAt,h]
/-- Header, digit initialization, physical tuple body, carry loops, and complete
finalization are placed in a single actual finite transition program. -/
def program : Label k T → TM2.Stmt (fun _ : Tape k T => Bool) (Label k T) (State k)
| .header l => MachineAddressHeaders.statement
(AddressMachineSpace.fullHeaderSlots k s d T.vectors.length)
(headerLabels k T) (some (initializeStart k T)) l
| .initialize l => MachineOdometerInit.statement
(AddressMachineSpace.odometerSlots k s d T.vectors.length)
(initializeLabels k T) (some (bodyStart k T)) l
| .body l => Integration.AddressTupleBody.instruction (AddressOutcomeSpecs.rows k T)
(bodyLabels k T) (some (next k T 0)) l
| .check j => MachineTupleOdometer.increment
(AddressMachineSpace.current k s d T.vectors.length j)
(AddressMachineSpace.remaining k s d T.vectors.length j)
(bodyStart k T) (resetLabel k T j)
| .reset j => MachineTupleOdometer.reset
(AddressMachineSpace.current k s d T.vectors.length j)
(AddressMachineSpace.remaining k s d T.vectors.length j)
(resetLabel k T j) (next k T (j.val+1))
| .finishStart => MachineFieldTemplate.jump
(SourceRuntimeFinish.entry (clearKeys k T) (finishLabels k T))
| .finish l => SourceRuntimeFinish.statement (clearKeys k T) (accumulator k T) (output k T)
(AddressMachineSpace.initialState k).1 (finishLabels k T) none l
@[simp] theorem atHeader (l : HeaderLabel k T) : program k T (headerLabels k T l) =
MachineAddressHeaders.statement (AddressMachineSpace.fullHeaderSlots k s d T.vectors.length)
(headerLabels k T) (some (initializeStart k T)) l := rfl
@[simp] theorem atInitialize (l : MachineOdometerInit.Label k) :
program k T (initializeLabels k T l) =
MachineOdometerInit.statement (AddressMachineSpace.odometerSlots k s d T.vectors.length)
(initializeLabels k T) (some (bodyStart k T)) l := rfl
@[simp] theorem atBody (l : BodyLabel k T) : program k T (bodyLabels k T l) =
Integration.AddressTupleBody.instruction (AddressOutcomeSpecs.rows k T)
(bodyLabels k T) (some (next k T 0)) l := rfl
@[simp] theorem atCheck (j : Fin k) : program k T (checkLabel k T j) =
MachineTupleOdometer.increment (AddressMachineSpace.current k s d T.vectors.length j)
(AddressMachineSpace.remaining k s d T.vectors.length j)
(bodyStart k T) (resetLabel k T j) := rfl
@[simp] theorem atReset (j : Fin k) : program k T (resetLabel k T j) =
MachineTupleOdometer.reset (AddressMachineSpace.current k s d T.vectors.length j)
(AddressMachineSpace.remaining k s d T.vectors.length j)
(resetLabel k T j) (next k T (j.val+1)) := rfl
@[simp] theorem atFinish (l : FinishLabel k T) : program k T (finishLabels k T l) =
SourceRuntimeFinish.statement (clearKeys k T) (accumulator k T) (output k T)
(AddressMachineSpace.initialState k).1 (finishLabels k T) none l := rfl
/-- This bridge has no data-dependent action and costs exactly one transition. -/
theorem finishStartStep (state : State k) (base : Tape k T → List Bool) :
TM2.step (program k T) ⟨some (finishStart k T),state,base⟩ =
some ⟨SourceRuntimeFinish.entry (clearKeys k T) (finishLabels k T),state,base⟩ := by
change some (TM2.stepAux (MachineFieldTemplate.jump
(SourceRuntimeFinish.entry (clearKeys k T) (finishLabels k T))) state base) = _
cases SourceRuntimeFinish.entry (clearKeys k T) (finishLabels k T) <;> rfl
def finishStartInTime (state : State k) (base : Tape k T → List Bool) :
StateTransition.EvalsToInTime (TM2.step (program k T))
⟨some (finishStart k T),state,base⟩
(some ⟨SourceRuntimeFinish.entry (clearKeys k T) (finishLabels k T),state,base⟩) 1 where
steps := 1
evals_in_steps := finishStartStep k T state base
steps_le_m := Nat.le_refl _
/-- All alphabets and registers are finite. Counts live solely on Bool stacks. -/
def machine : FinTM2 where
K := Tape k T
k₀ := .source
k₁ := output k T
Γ := fun _ => Bool
Λ := Label k T
main := start k T
σ := State k
initialState := AddressMachineSpace.initialState k
m := program k T
@[simp] theorem machine_main : (machine k T).main = start k T := rfl
@[simp] theorem machine_program : (machine k T).m = program k T := rfl
@[simp] theorem machine_initialState : (machine k T).initialState = AddressMachineSpace.initialState k := rfl
@[simp] theorem machine_input : (machine k T).k₀ = (MachineSourceTuple.Tape.source : Tape k T) := rfl
@[simp] theorem machine_output : (machine k T).k₁ = output k T := rfl
/-- Identity alphabet encodings at both ends of the concrete machine. -/
def inputAlphabet : (machine k T).Γ (machine k T).k₀ ≃ Bool := Equiv.refl Bool
def outputAlphabet : (machine k T).Γ (machine k T).k₁ ≃ Bool := Equiv.refl Bool
def inputTapes (bits : List Bool) : Tape k T → List Bool :=
Function.update (fun _ => []) .source bits
def outputTapes (bits : List Bool) : Tape k T → List Bool :=
SourceRuntimeFinish.canonicalTapes (output k T) bits
@[simp] theorem inputTapes_source (bits : List Bool) : inputTapes k T bits .source = bits := by
simp [inputTapes]
@[simp] theorem inputTapes_other (bits : List Bool) (tape : Tape k T) (h : tape ≠ .source) :
inputTapes k T bits tape = [] := by simp [inputTapes,h]
@[simp] theorem outputTapes_output (bits : List Bool) : outputTapes k T bits (output k T) = bits := by
simp [outputTapes, SourceRuntimeFinish.canonicalTapes]
@[simp] theorem outputTapes_other (bits : List Bool) (tape : Tape k T) (h : tape ≠ output k T) :
outputTapes k T bits tape = [] := by simp [outputTapes,SourceRuntimeFinish.canonicalTapes,h]
theorem initList_eq (bits : List Bool) : initList (machine k T) bits =
⟨some (start k T),AddressMachineSpace.initialState k,inputTapes k T bits⟩ := by
change (⟨some (start k T),AddressMachineSpace.initialState k,
(initList (machine k T) bits).stk⟩ : (machine k T).Cfg) = _
apply congrArg (fun tapes =>
(⟨some (start k T),AddressMachineSpace.initialState k,tapes⟩ : (machine k T).Cfg))
funext tape
by_cases h : tape = .source
· subst tape; simp [initList,machine,inputTapes]; rfl
· simp [initList,machine,inputTapes]
erw [dite_eq_right h, Function.update_of_ne h]
theorem haltList_eq (bits : List Bool) : haltList (machine k T) bits =
⟨none,AddressMachineSpace.initialState k,outputTapes k T bits⟩ := by
change (⟨none,AddressMachineSpace.initialState k,
(haltList (machine k T) bits).stk⟩ : (machine k T).Cfg) = _
apply congrArg (fun tapes =>
(⟨none,AddressMachineSpace.initialState k,tapes⟩ : (machine k T).Cfg))
funext tape
by_cases h : tape = output k T
· subst tape; simp [haltList,machine,outputTapes,SourceRuntimeFinish.canonicalTapes]; rfl
· simp [haltList,machine,outputTapes,SourceRuntimeFinish.canonicalTapes]
erw [dite_eq_right h, Function.update_of_ne h]
end
end MaxCutGames.Reduction.AddressMachineProgram
end OAI