openAI-math-dataset / lean /OAI /Computability /BinPacking /Computation /MachineRegularOwnerProgram.lean
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import Mathlib.Tactic.Ring
import OAI.Computability.BinPacking.Computation.MachineCanonicalOutput
import OAI.Computability.BinPacking.Computation.MachineRegularExecutionBounds
import OAI.Computability.BinPacking.Computation.MachineRegularVertexBlock
import OAI.Computability.BinPacking.PCP.PreprocessingFamilyBridge
namespace OAI
namespace BinPackingGames.Foundations.Complexity.MachineRegularTable
open Turing MachineComposition
namespace Lift
open MachineCloudPadding
variable {K K' Λ Λ' σ τ υ : Type}
def statement (tape : K → K') (labels : Λ → Λ') (exit : Option Λ')
(registers : (σ × τ) ≃ υ) (q : TM2.Stmt (fun _ : K => Bool) Λ σ) :
TM2.Stmt (fun _ : K' => Bool) Λ' υ :=
MachineStateEquiv.statement registers
(MachineStateFrame.frameStatement (Placement.statement tape labels exit q))
def configuration (view : K' → Option K) (labels : Λ → Λ') (exit : Option Λ')
(registers : (σ × τ) ≃ υ) (ambient : τ) (extra : K' → List Bool)
(c : TM2.Cfg (fun _ : K => Bool) Λ σ) : TM2.Cfg (fun _ : K' => Bool) Λ' υ :=
⟨Placement.label labels exit c.l, registers (c.var, ambient),
Placement.tapes view c.stk extra⟩
variable [DecidableEq K] [DecidableEq K']
theorem stepAux (tape : K → K') (view : K' → Option K)
(left : ∀ k, view (tape k) = some k)
(right : ∀ j k, view j = some k → tape k = j)
(labels : Λ → Λ') (exit : Option Λ') (registers : (σ × τ) ≃ υ)
(ambient : τ) (extra : K' → List Bool)
(q : TM2.Stmt (fun _ : K => Bool) Λ σ) (state : σ) (source : K → List Bool) :
TM2.stepAux (statement tape labels exit registers q) (registers (state, ambient))
(Placement.tapes view source extra) =
configuration view labels exit registers ambient extra (TM2.stepAux q state source) := by
rw [statement, MachineStateEquiv.stepAux_transport, MachineStateFrame.frame_stepAux,
Placement.stepAux_simulation tape view left right]
rfl
theorem step (tape : K → K') (view : K' → Option K)
(left : ∀ k, view (tape k) = some k)
(right : ∀ j k, view j = some k → tape k = j)
(labels : Λ → Λ') (exit : Option Λ') (registers : (σ × τ) ≃ υ)
(ambient : τ) (extra : K' → List Bool)
(source : Λ → TM2.Stmt (fun _ : K => Bool) Λ σ)
(target : Λ' → TM2.Stmt (fun _ : K' => Bool) Λ' υ)
(code : ∀ l, target (labels l) = statement tape labels exit registers (source l))
(a b : TM2.Cfg (fun _ : K => Bool) Λ σ) (h : TM2.step source a = some b) :
TM2.step target (configuration view labels exit registers ambient extra a) =
some (configuration view labels exit registers ambient extra b) := by
cases a with
| mk label state sourceTapes =>
cases label with
| none => simp [TM2.step] at h
| some label =>
have hb : TM2.stepAux (source label) state sourceTapes = b := Option.some.inj h
rw [← hb]
change some (TM2.stepAux (target (labels label)) (registers (state, ambient))
(Placement.tapes view sourceTapes extra)) = _
rw [code, stepAux tape view left right]
theorem trace (tape : K → K') (view : K' → Option K)
(left : ∀ k, view (tape k) = some k)
(right : ∀ j k, view j = some k → tape k = j)
(labels : Λ → Λ') (exit : Option Λ') (registers : (σ × τ) ≃ υ)
(ambient : τ) (extra : K' → List Bool)
(source : Λ → TM2.Stmt (fun _ : K => Bool) Λ σ)
(target : Λ' → TM2.Stmt (fun _ : K' => Bool) Λ' υ)
(code : ∀ l, target (labels l) = statement tape labels exit registers (source l))
(steps : Nat) (a b : TM2.Cfg (fun _ : K => Bool) Λ σ)
(run : (advance (TM2.step source))^[steps] (some a) = some b) :
(advance (TM2.step target))^[steps]
(some (configuration view labels exit registers ambient extra a)) =
some (configuration view labels exit registers ambient extra b) :=
liftSuccessfulTrace _ _ _
(step tape view left right labels exit registers ambient extra source target code) steps a b run
end Lift
end BinPackingGames.Foundations.Complexity.MachineRegularTable
namespace BinPackingGames.Foundations.Complexity.MachineRegularFamily
open Turing MachineComposition
open MachineCloudPadding
abbrev CoreTape := Fin 27
abbrev NativeTape := MachinePaddedExpanderFamily.Tape
abbrev Tape := CoreTape ⊕ NativeTape
abbrev Alphabet (_ : Tape) := Bool
abbrev SmallTable := MachinePaddedExpanderFamily.SmallTable
abbrev FamilyState := MachineExpanderFamily.State Unit MachinePaddedExpanderFamily.fixedDegree
abbrev State := (FamilyState × Bool) × Option Bool
def inputNative : NativeTape := .inr .input
def outputNative : NativeTape := .inl MachineExpanderFamily.tableTape
def powerNative : NativeTape := .inr .power
def sizeNative : NativeTape := .inl (.inr .currentSize)
def levelNative : NativeTape := .inl (.inr .remainingLevel)
def powerTape : Tape := .inr powerNative
def sizeTape : Tape := .inr sizeNative
def levelTape : Tape := .inr levelNative
def familyTape (t : NativeTape) : Tape :=
if t = inputNative then .inl 4 else if t = outputNative then .inl 7 else .inr t
def familyView : Tape → Option NativeTape
| .inl i => if i = 4 then some inputNative else if i = 7 then some outputNative else none
| .inr t => if t = inputNative then none else if t = outputNative then none else some t
theorem familyView_left (t : NativeTape) : familyView (familyTape t) = some t := by
by_cases hi : t = inputNative
· subst t; simp [familyTape, familyView]
· by_cases ho : t = outputNative
· subst t; simp [familyTape, familyView, hi]
· simp [familyTape, familyView, hi, ho]
theorem familyView_right (j : Tape) (t : NativeTape)
(h : familyView j = some t) : familyTape t = j := by
cases j with
| inl i =>
by_cases hi : i = 4
· subst i
have ht : inputNative = t := by simpa [familyView] using h
subst t; simp [familyTape]
· by_cases ho : i = 7
· subst i
have ht : outputNative = t := by simpa [familyView] using h
subst t; simp [familyTape, inputNative, outputNative]
· simp [familyView, hi, ho] at h
| inr j =>
by_cases hi : j = inputNative
· simp [familyView, hi] at h
· by_cases ho : j = outputNative
· simp [familyView, ho] at h
· have ht : j = t := by simpa [familyView, hi, ho] using h
subst t; simp [familyTape, hi, ho]
def stateEquiv : MachinePaddedExpanderFamily.State Unit ≃ State :=
(Equiv.prodAssoc FamilyState Bool (Option Bool)).symm
def seedState (H : SmallTable) : FamilyState :=
MachineExpanderFamily.initialState MachineExpanderFamily.baseDegree_positive H ()
def readyState (H : SmallTable) : State := ((seedState H, false), none)
def sourceProgram (H : SmallTable) : MachinePaddedExpanderFamily.Label →
TM2.Stmt (fun _ : NativeTape => Bool) MachinePaddedExpanderFamily.Label State :=
MachineStateEquiv.program stateEquiv (MachinePaddedExpanderFamily.program (ρ := Unit) H)
inductive Label
| start
| family (label : MachinePaddedExpanderFamily.Label)
| drainPower | drainSize | drainLevel
deriving DecidableEq, Fintype
def program (H : SmallTable) : Label → TM2.Stmt Alphabet Label State
| .start => .load (fun _ => readyState H) (.goto fun _ => .family MachinePaddedExpanderFamily.main)
| .family l => Placement.statement familyTape Label.family (some .drainPower) (sourceProgram H l)
| .drainPower => MachineDrain.drain powerTape .drainPower (some .drainSize)
| .drainSize => MachineDrain.drain sizeTape .drainSize (some .drainLevel)
| .drainLevel => MachineDrain.drain levelTape .drainLevel none
def frame (core : CoreTape → List Bool) : Tape → List Bool
| .inl i => core i
| .inr _ => []
def rotor (H : SmallTable) (k : Nat) : List Bool :=
MachinePaddedExpanderFamilyBounds.outputWord H k
def resultCore (H : SmallTable) (k : Nat) (core : CoreTape → List Bool) :
CoreTape → List Bool := Function.update core 7 (rotor H k)
def working (core : CoreTape → List Bool) (power size level : List Bool) : Tape → List Bool
| .inl i => core i
| .inr t => if t = powerNative then power
else if t = sizeNative then size else if t = levelNative then level else []
@[simp] theorem working_power (core : CoreTape → List Bool) (p s l : List Bool) :
working core p s l powerTape = p := by simp [working, powerTape]
@[simp] theorem working_size (core : CoreTape → List Bool) (p s l : List Bool) :
working core p s l sizeTape = s := by
simp [working, sizeTape, powerNative, sizeNative]
@[simp] theorem working_level (core : CoreTape → List Bool) (p s l : List Bool) :
working core p s l levelTape = l := by
simp [working, levelTape, powerNative, sizeNative, levelNative]
theorem update_working_power (core : CoreTape → List Bool) (p s l p' : List Bool) :
Function.update (working core p s l) powerTape p' = working core p' s l := by
funext t
cases t with
| inl i => simp [working, powerTape]
| inr t => by_cases h : t = powerNative <;> simp [working, powerTape, h]
theorem update_working_size (core : CoreTape → List Bool) (p s l s' : List Bool) :
Function.update (working core p s l) sizeTape s' = working core p s' l := by
funext t
cases t with
| inl i => simp [working, sizeTape]
| inr t =>
by_cases h : t = sizeNative
· subst t; simp [working, sizeTape, powerNative, sizeNative]
· simp [working, sizeTape, h]
theorem update_working_level (core : CoreTape → List Bool) (p s l l' : List Bool) :
Function.update (working core p s l) levelTape l' = working core p s l' := by
funext t
cases t with
| inl i => simp [working, levelTape]
| inr t =>
by_cases h : t = levelNative
· subst t; simp [working, levelTape, powerNative, sizeNative, levelNative]
· simp [working, levelTape, h]
@[simp] theorem working_empty (core : CoreTape → List Bool) :
working core [] [] [] = frame core := by
funext t; cases t <;> simp [working, frame]
private theorem initial_other (k : Nat) (t : NativeTape) (h : t ≠ inputNative) :
MachinePaddedExpanderFamily.initialTapes k t = [] := by
cases t with
| inl t => rfl
| inr t => cases t <;> simp_all [MachinePaddedExpanderFamily.initialTapes, inputNative]
private theorem final_other (H : SmallTable) (k : Nat) (t : NativeTape)
(hi : t ≠ inputNative) (ho : t ≠ outputNative) (hp : t ≠ powerNative)
(hs : t ≠ sizeNative) (hl : t ≠ levelNative) :
MachinePaddedExpanderFamily.finalTapes H k t = [] := by
rcases t with ((row | tableExtra) | familyExtra) | ceiling
· cases row <;>
simp_all [inputNative, outputNative, MachineExpanderFamily.tableTape,
MachinePaddedExpanderFamily.finalTapes, MachineExpanderFamily.toBoolTapes,
MachineExpanderFamily.toBoolWord, MachineExpanderFamily.familyTapes,
MachineExpanderFamily.boundaryTapes, MachineExpanderFamily.tableFrame,
MachineEmbedding.tapes]
· cases tableExtra <;> rfl
· cases familyExtra <;>
simp_all [sizeNative, levelNative, MachinePaddedExpanderFamily.finalTapes,
MachineExpanderFamily.toBoolTapes, MachineExpanderFamily.toBoolWord,
MachineExpanderFamily.familyTapes, MachineExpanderFamily.boundaryTapes,
MachineExpanderFamily.extraFrame, MachineEmbedding.tapes]
· cases ceiling <;>
simp_all [inputNative, powerNative, MachinePaddedExpanderFamily.finalTapes,
MachinePaddedExpanderFamily.retainedCeilingTapes, MachineCeilingPower.memory]
theorem initial_placement (k : Nat) (core : CoreTape → List Bool)
(hinput : core 4 = encodeWord k) (houtput : core 7 = []) :
Placement.tapes familyView (MachinePaddedExpanderFamily.initialTapes k) (frame core) =
frame core := by
funext t
cases t with
| inl i =>
by_cases hi : i = 4
· subst i; simp [Placement.tapes, familyView, frame, inputNative, hinput]
· by_cases ho : i = 7
· subst i
simp [Placement.tapes, familyView, frame, outputNative,
MachinePaddedExpanderFamily.initialTapes, houtput]
· simp [Placement.tapes, familyView, frame, hi, ho]
| inr t =>
by_cases hi : t = inputNative
· simp [Placement.tapes, familyView, frame, hi]
· by_cases ho : t = outputNative
· simp [Placement.tapes, familyView, frame, ho]
· simp [Placement.tapes, familyView, frame, hi, ho, initial_other k t hi]
theorem final_placement (H : SmallTable) (k : Nat) (core : CoreTape → List Bool)
(hinput : core 4 = encodeWord k) :
Placement.tapes familyView (MachinePaddedExpanderFamily.finalTapes H k) (frame core) =
working (resultCore H k core)
(encodeWord (PCP.PreprocessingLevels.paddedSize k))
(encodeWord (PCP.PreprocessingLevels.paddedSize k)) (encodeWord 0) := by
funext t
cases t with
| inl i =>
by_cases hi : i = 4
· subst i
simp [Placement.tapes, familyView, working, resultCore, inputNative, hinput]
· by_cases ho : i = 7
· subst i
simp [Placement.tapes, familyView, working, resultCore, outputNative,
rotor, MachinePaddedExpanderFamilyBounds.outputWord]
change MachinePaddedExpanderFamily.finalTapes H k
(MachinePaddedExpanderFamily.familyTape MachineExpanderFamily.tableTape) = _
exact MachinePaddedExpanderFamily.finalTapes_table H k
· simp [Placement.tapes, familyView, working, resultCore, frame, hi, ho]
| inr t =>
by_cases hi : t = inputNative
· subst t
simp [Placement.tapes, familyView, working, frame,
inputNative, powerNative, sizeNative, levelNative]
· by_cases ho : t = outputNative
· subst t
simp [Placement.tapes, familyView, working, frame,
outputNative, MachineExpanderFamily.tableTape, inputNative,
powerNative, sizeNative, levelNative]
· by_cases hp : t = powerNative
· subst t
simp [Placement.tapes, familyView, working, powerNative, inputNative, outputNative]
· by_cases hs : t = sizeNative
· subst t
simpa [Placement.tapes, familyView, working, sizeNative,
powerNative, inputNative, outputNative, MachineExpanderFamily.tableTape,
MachinePaddedExpanderFamily.familyTape] using
MachinePaddedExpanderFamily.finalTapes_currentSize H k
· by_cases hl : t = levelNative
· subst t
simpa [Placement.tapes, familyView, working, levelNative,
sizeNative, powerNative, inputNative, outputNative,
MachineExpanderFamily.tableTape, MachinePaddedExpanderFamily.ceilingTape] using
MachinePaddedExpanderFamily.finalTapes_remainingLevel H k
· simp [Placement.tapes, familyView, working, hi, ho, hp, hs, hl,
final_other H k t hi ho hp hs hl]
@[simp] theorem source_initial_state (H : SmallTable) :
stateEquiv (MachinePaddedExpanderFamily.initialState (seedState H) none) =
readyState H := rfl
@[simp] theorem source_final_state (H : SmallTable) :
stateEquiv (MachinePaddedExpanderFamily.finalState H (seedState H)) =
readyState H := by
simp [stateEquiv, MachinePaddedExpanderFamily.finalState, readyState, seedState]
noncomputable def familyInTime (H : SmallTable) (k : Nat) (core : CoreTape → List Bool)
(hinput : core 4 = encodeWord k) (houtput : core 7 = []) :
StateTransition.EvalsToInTime (TM2.step (program H))
⟨some (.family MachinePaddedExpanderFamily.main), readyState H, frame core⟩
(some ⟨some .drainPower, readyState H,
working (resultCore H k core)
(encodeWord (PCP.PreprocessingLevels.paddedSize k))
(encodeWord (PCP.PreprocessingLevels.paddedSize k)) (encodeWord 0)⟩)
(MachinePaddedExpanderFamilyBounds.timePolynomial.eval (encodeWord k).length) := by
let raw := MachinePaddedExpanderFamily.paddedInTime H k (seedState H) none
let renamed := MachineStateEquiv.execution stateEquiv
(MachinePaddedExpanderFamily.program (ρ := Unit) H) raw
let placed := liftExecutionInTime (TM2.step (sourceProgram H)) (TM2.step (program H))
(Placement.configuration familyView Label.family (some .drainPower) (frame core))
(Placement.step_simulation familyTape familyView familyView_left familyView_right
Label.family (some .drainPower) (frame core) (sourceProgram H) (program H)
(fun _ => rfl)) renamed
simpa only [MachineStateEquiv.configuration, Placement.configuration, Placement.label,
source_initial_state, source_final_state, initial_placement k core hinput houtput,
final_placement H k core hinput] using placed
private theorem appendTrace {α : Type} (f : α → α) {a b : Nat} {x y z : α}
(hs : f^[a] x = y) (ht : f^[b] y = z) : f^[a+b] x = z := by
rw [Nat.add_comm a b, Function.iterate_add_apply, hs, ht]
theorem cleanupTrace (H : SmallTable) (m : Nat) (core : CoreTape → List Bool) :
(advance (TM2.step (program H)))^[2*m+6]
(some ⟨some .drainPower, readyState H,
working core (encodeWord m) (encodeWord m) (encodeWord 0)⟩) =
some ⟨none, readyState H, frame core⟩ := by
have first := (MachineDrain.drainInTime powerTape .drainPower (some .drainSize)
(program H) rfl (working core (encodeWord m) (encodeWord m) (encodeWord 0))
(seedState H, false) none).evals_in_steps
have second := (MachineDrain.drainInTime sizeTape .drainSize (some .drainLevel)
(program H) rfl (working core [] (encodeWord m) (encodeWord 0))
(seedState H, false) none).evals_in_steps
have third := (MachineDrain.drainInTime levelTape .drainLevel none
(program H) rfl (working core [] [] (encodeWord 0))
(seedState H, false) none).evals_in_steps
simp only [MachineDrain.drainInTime, working_power, working_size, working_level,
encodeWord_length, update_working_power, update_working_size,
update_working_level, working_empty] at first second third
have all := appendTrace _ (appendTrace _ first second) third
have count : 2*m+6 = (m+1+1)+(m+1+1)+(0+1+1) := by omega
rw [count]
exact all
def cleanupInTime (H : SmallTable) (m : Nat) (core : CoreTape → List Bool) :
StateTransition.EvalsToInTime (TM2.step (program H))
⟨some .drainPower, readyState H,
working core (encodeWord m) (encodeWord m) (encodeWord 0)⟩
(some ⟨none, readyState H, frame core⟩) (2*m+6) where
steps := 2*m+6
evals_in_steps := cleanupTrace H m core
steps_le_m := le_rfl
def startInTime (H : SmallTable) (core : CoreTape → List Bool) (state : State) :
StateTransition.EvalsToInTime (TM2.step (program H))
⟨some .start, state, frame core⟩
(some ⟨some (.family MachinePaddedExpanderFamily.main), readyState H, frame core⟩) 1 where
steps := 1
evals_in_steps := by
change some (TM2.stepAux (program H .start) state (frame core)) = _
rfl
steps_le_m := le_rfl
noncomputable def timePolynomial : Polynomial Nat :=
MachinePaddedExpanderFamilyBounds.timePolynomial +
Polynomial.C (2 * PCP.ExpanderFamily.growth) * Polynomial.X + 7
theorem totalBudget_le (k : Nat) :
1 + MachinePaddedExpanderFamilyBounds.timePolynomial.eval (encodeWord k).length +
(2 * PCP.PreprocessingLevels.paddedSize k + 6) ≤
timePolynomial.eval (encodeWord k).length := by
have hs := MachineExpanderFamilyBounds.paddedSize_le_succ_input k
have hm := Nat.mul_le_mul_left 2 hs
simp only [timePolynomial, Polynomial.eval_add, Polynomial.eval_mul,
Polynomial.eval_C, Polynomial.eval_X, Polynomial.eval_ofNat, encodeWord_length]
simp only [Nat.mul_assoc] at hm ⊢
omega
noncomputable def familyCleanInTime (H : SmallTable) (k : Nat)
(core : CoreTape → List Bool) (hinput : core 4 = encodeWord k)
(houtput : core 7 = []) (state : State) :
StateTransition.EvalsToInTime (TM2.step (program H))
⟨some .start, state, frame core⟩
(some ⟨none, readyState H, frame (resultCore H k core)⟩)
(timePolynomial.eval (encodeWord k).length) := by
let first := startInTime H core state
let second := familyInTime H k core hinput houtput
let third := cleanupInTime H (PCP.PreprocessingLevels.paddedSize k) (resultCore H k core)
let pair := StateTransition.EvalsToInTime.trans (TM2.step (program H)) _ _ _ _ _ first second
let all := StateTransition.EvalsToInTime.trans (TM2.step (program H)) _ _ _ _ _ pair third
refine { toEvalsTo := all.toEvalsTo, steps_le_m := ?_ }
exact all.steps_le_m.trans
(by simpa only [Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using totalBudget_le k)
@[simp] theorem result_output (H : SmallTable) (k : Nat) (core : CoreTape → List Bool) :
frame (resultCore H k core) (.inl 7) = rotor H k := by simp [frame, resultCore]
theorem result_preserves_core (H : SmallTable) (k : Nat) (core : CoreTape → List Bool)
(i : CoreTape) (hi : i ≠ 7) : frame (resultCore H k core) (.inl i) = core i := by
simp [frame, resultCore, hi]
@[simp] theorem result_private_empty (H : SmallTable) (k : Nat)
(core : CoreTape → List Bool) (t : NativeTape) :
frame (resultCore H k core) (.inr t) = [] := rfl
noncomputable def placedInTime {K Λ : Type} [DecidableEq K]
(tape : Tape → K) (view : K → Option Tape)
(left : ∀ t, view (tape t) = some t)
(right : ∀ j t, view j = some t → tape t = j)
(labels : Label → Λ) (exit : Option Λ) (extra : K → List Bool)
(H : SmallTable) (target : Λ → TM2.Stmt (fun _ : K => Bool) Λ State)
(code : ∀ l, target (labels l) = Placement.statement tape labels exit (program H l))
(k : Nat) (core : CoreTape → List Bool) (hinput : core 4 = encodeWord k)
(houtput : core 7 = []) (state : State) :
StateTransition.EvalsToInTime (TM2.step target)
(Placement.configuration view labels exit extra ⟨some .start, state, frame core⟩)
(some (Placement.configuration view labels exit extra
⟨none, readyState H, frame (resultCore H k core)⟩))
(timePolynomial.eval (encodeWord k).length) :=
liftExecutionInTime (TM2.step (program H)) (TM2.step target)
(Placement.configuration view labels exit extra)
(Placement.step_simulation tape view left right labels exit extra (program H) target code)
(familyCleanInTime H k core hinput houtput state)
end BinPackingGames.Foundations.Complexity.MachineRegularFamily
namespace BinPackingGames.Foundations.Complexity.MachineRegularOriginalBody
open Turing MachineComposition PCP
open PreprocessingCloudIndex PreprocessingRegularTables
open MachineRegularTable
abbrev Tape := Fin 27 ⊕ (MachineRegularMetadata.Extra ⊕ MachinePaddedExpanderFamily.Tape)
abbrev Alphabet (_ : Tape) := Bool
abbrev CoreState := MachineRegularInternalRow.CoreState Unit internalDegree
abbrev MetaState := MachineRegularMetadata.State Unit
abbrev FamilyState := MachineRegularFamily.State
abbrev State := (CoreState × MetaState) × FamilyState
abbrev Data := MachineRegularMetadata.Data
abbrev BaseTable := PreprocessingRegularTables.BaseTable
theorem degree_positive : 0 < internalDegree :=
Nat.mul_pos MachineExpanderFamily.baseDegree_positive MachineExpanderFamily.baseDegree_positive
def readyState (H : BaseTable) : State :=
((MachineRegularInternalRow.coreInitialState internalDegree degree_positive (),
(((), false), none)), MachineRegularFamily.readyState H)
def metadataTape : MachineRegularMetadata.Tape → Tape
| .inl i => .inl i
| .inr e => .inr (.inl e)
def metadataView : Tape → Option MachineRegularMetadata.Tape
| .inl i => some (.inl i)
| .inr (.inl e) => some (.inr e)
| .inr (.inr _) => none
def familyTape : MachineRegularFamily.Tape → Tape
| .inl i => .inl i
| .inr e => .inr (.inr e)
def familyView : Tape → Option MachineRegularFamily.Tape
| .inl i => some (.inl i)
| .inr (.inl _) => none
| .inr (.inr e) => some (.inr e)
def vertexView : Tape → Option (Fin 27)
| .inl i => some i
| .inr _ => none
theorem metadataView_left (k : MachineRegularMetadata.Tape) :
metadataView (metadataTape k) = some k := by cases k <;> rfl
theorem metadataView_right (j : Tape) (k : MachineRegularMetadata.Tape)
(h : metadataView j = some k) : metadataTape k = j := by
cases j with
| inl i => cases h; rfl
| inr j => cases j with
| inl e => cases h; rfl
| inr e => cases h
theorem familyView_left (k : MachineRegularFamily.Tape) :
familyView (familyTape k) = some k := by cases k <;> rfl
theorem familyView_right (j : Tape) (k : MachineRegularFamily.Tape)
(h : familyView j = some k) : familyTape k = j := by
cases j with
| inl i => cases h; rfl
| inr j => cases j with
| inl e => cases h
| inr e => cases h; rfl
theorem vertexView_left (k : Fin 27) : vertexView (.inl k) = some k := rfl
theorem vertexView_right (j : Tape) (k : Fin 27)
(h : vertexView j = some k) : Sum.inl k = j := by
cases j with
| inl i => cases h; rfl
| inr e => cases h
def metadataStates : (MetaState × (CoreState × FamilyState)) ≃ State where
toFun p := ((p.2.1, p.1), p.2.2)
invFun p := (p.1.2, (p.1.1, p.2))
left_inv _ := rfl
right_inv _ := rfl
def familyStates : (FamilyState × (CoreState × MetaState)) ≃ State := Equiv.prodComm _ _
def vertexStates : (CoreState × (MetaState × FamilyState)) ≃ State :=
(Equiv.prodAssoc _ _ _).symm
inductive Label
| metadata (l : MachineRegularMetadata.Label)
| family (l : MachineRegularFamily.Label)
| vertex (l : MachineRegularVertexBlock.Label internalDegree)
| clear (i : Fin 7)
deriving DecidableEq, Fintype
def entry : Label := .metadata (.owner .seed)
def clearTape : Fin 7 → Tape :=
![.inl 2, .inl 3, .inl 4, .inl 5, .inl 7,
.inr (.inl .padding), .inr (.inl .level)]
def clearEntry (k : Nat) : Option Label :=
if h : k < 7 then some (.clear ⟨k, h⟩) else none
def clearSource (source : Tape) : Unit → TM2.Stmt Alphabet Unit MetaState :=
fun _ => MachineDrain.drain source () none
def vertexSource : MachineRegularVertexBlock.Label internalDegree →
TM2.Stmt (fun _ : Fin 27 => Bool) (MachineRegularVertexBlock.Label internalDegree) CoreState :=
MachineRegularVertexBlock.instruction internalDegree degree_positive id none
def program (H : BaseTable) : Label → TM2.Stmt Alphabet Label State
| .metadata l => Lift.statement metadataTape Label.metadata (some (.family .start))
metadataStates (MachineRegularMetadata.program l)
| .family l => Lift.statement familyTape Label.family
(some (.vertex (MachineRegularVertexBlock.originalEntry internalDegree degree_positive)))
familyStates (MachineRegularFamily.program H l)
| .vertex l => Lift.statement Sum.inl Label.vertex (clearEntry 0)
vertexStates (vertexSource l)
| .clear i => Lift.statement id (fun _ : Unit => .clear i) (clearEntry (i.val + 1))
metadataStates (clearSource (clearTape i) ())
def frame (data : Data) : Tape → List Bool
| .inl i => MachineRegularMetadata.frame data (.inl i)
| .inr (.inl e) => MachineRegularMetadata.frame data (.inr e)
| .inr (.inr _) => []
def coreFrame (data : Data) (i : Fin 27) : List Bool :=
MachineRegularMetadata.frame data (.inl i)
def cfg (H : BaseTable) (label : Option Label) (data : Data) : TM2.Cfg Alphabet Label State :=
⟨label, readyState H, frame data⟩
def initialData (t : GraphTables.Table) (e : Fin t.darts) (output : List Bool) : Data where
table := GraphTables.tableBits t
globalIndex := encodeWord e.val
owner := []
localRank := []
count := []
offset := []
darts := encodeWord t.darts
rotor := []
output := output
padding := []
level := []
def metadataData (t : GraphTables.Table) (e : Fin t.darts) (output : List Bool) : Data :=
MachineRegularMetadata.originalData t e (initialData t e output)
def familyData (H : BaseTable) (t : GraphTables.Table) (e : Fin t.darts)
(output : List Bool) : Data :=
{ metadataData t e output with
rotor := MachineRegularFamily.rotor H (cloudSize t t.rows[e].tail) }
def emittedBits (H : BaseTable) (t : GraphTables.Table) (e : Fin t.darts) : List Bool :=
PreprocessingRegularWords.originalVertexBits t (padding t) (familyCloudTable H t) e
def emittedData (H : BaseTable) (t : GraphTables.Table) (e : Fin t.darts)
(output : List Bool) : Data :=
{ familyData H t e output with output := output ++ emittedBits H t e }
private theorem joinTrace {A : Type*} {f : A → A} {m n : Nat} {a b c : A}
(first : f^[m] a = b) (second : f^[n] b = c) : f^[m + n] a = c := by
rw [Nat.add_comm m n, Function.iterate_add_apply, first, second]
theorem metadataPlacement (data extra : Data) :
MachineCloudPadding.Placement.tapes metadataView (MachineRegularMetadata.frame data)
(frame extra) = frame data := by
funext j
cases j with
| inl i => rfl
| inr j => cases j <;> rfl
theorem metadataTrace (H : BaseTable) (t : GraphTables.Table) (e : Fin t.darts)
(output : List Bool) :
(advance (TM2.step (program H)))^[MachineRegularMetadata.totalTime t e]
(some (cfg H (some entry) (initialData t e output))) =
some (cfg H (some (.family .start)) (metadataData t e output)) := by
have raw := MachineRegularMetadata.originalTrace t e (initialData t e output)
rfl rfl rfl rfl rfl rfl rfl rfl () none
have placed := Lift.trace metadataTape metadataView metadataView_left metadataView_right
Label.metadata (some (.family .start)) metadataStates
(MachineRegularInternalRow.coreInitialState internalDegree degree_positive (),
MachineRegularFamily.readyState H) (frame (initialData t e output))
MachineRegularMetadata.program (program H) (fun _ => rfl) _ _ _ raw
simpa only [Lift.configuration, MachineCloudPadding.Placement.label,
metadataPlacement, MachineRegularMetadata.cfg, metadataData, cfg, readyState,
metadataStates, Equiv.coe_fn_mk, entry] using placed
theorem familyPlacement (data : Data) :
MachineCloudPadding.Placement.tapes familyView (MachineRegularFamily.frame (coreFrame data))
(frame data) = frame data := by
funext j
cases j with
| inl i => rfl
| inr j => cases j <;> rfl
theorem familyResultPlacement (H : BaseTable) (k : Nat) (data : Data) :
MachineCloudPadding.Placement.tapes familyView
(MachineRegularFamily.frame (MachineRegularFamily.resultCore H k (coreFrame data)))
(frame data) = frame { data with rotor := MachineRegularFamily.rotor H k } := by
funext j
cases j with
| inl i => fin_cases i <;>
simp [MachineCloudPadding.Placement.tapes, familyView, MachineRegularFamily.frame,
MachineRegularFamily.resultCore, coreFrame, frame, MachineRegularMetadata.frame]
| inr j => cases j with
| inl e => cases e <;> rfl
| inr e => rfl
noncomputable def familyExecution (H : BaseTable) (t : GraphTables.Table)
(e : Fin t.darts) (output : List Bool) :=
MachineRegularFamily.familyCleanInTime H (cloudSize t t.rows[e].tail)
(coreFrame (metadataData t e output)) rfl rfl (MachineRegularFamily.readyState H)
noncomputable def familySteps (H : BaseTable) (t : GraphTables.Table)
(e : Fin t.darts) (output : List Bool) : Nat :=
(familyExecution H t e output).steps
theorem familyTrace (H : BaseTable) (t : GraphTables.Table) (e : Fin t.darts)
(output : List Bool) :
(advance (TM2.step (program H)))^[familySteps H t e output]
(some (cfg H (some (.family .start)) (metadataData t e output))) =
some (cfg H (some (.vertex (MachineRegularVertexBlock.originalEntry
internalDegree degree_positive))) (familyData H t e output)) := by
have raw := (familyExecution H t e output).evals_in_steps
have placed := Lift.trace familyTape familyView familyView_left familyView_right
Label.family (some (.vertex (MachineRegularVertexBlock.originalEntry internalDegree degree_positive)))
familyStates
(MachineRegularInternalRow.coreInitialState internalDegree degree_positive (),
((((), false), none) : MetaState)) (frame (metadataData t e output))
(MachineRegularFamily.program H) (program H) (fun _ => rfl) _ _ _ raw
simpa only [Lift.configuration, MachineCloudPadding.Placement.label,
familyPlacement, familyResultPlacement, familyData, familySteps, cfg, readyState,
familyStates, Equiv.prodComm_apply, Prod.swap_prod_mk] using placed
def clearMemory (base : Tape → List Bool) : Nat → Tape → List Bool
| 0 => base
| k + 1 => if h : k < 7 then
Function.update (clearMemory base k) (clearTape ⟨k, h⟩) [] else clearMemory base k
def clearSteps (base : Tape → List Bool) : Nat → Nat
| 0 => 0
| k + 1 => clearSteps base k + if h : k < 7 then
((clearMemory base k) (clearTape ⟨k, h⟩)).length + 1 else 0
private theorem identityPlacement (base extra : Tape → List Bool) :
MachineCloudPadding.Placement.tapes some base extra = base := rfl
theorem drainTrace (H : BaseTable) (i : Fin 7) (base : Tape → List Bool) :
(advance (TM2.step (program H)))^[(base (clearTape i)).length + 1]
(some ⟨some (.clear i), readyState H, base⟩) =
some ⟨clearEntry (i.val + 1), readyState H, Function.update base (clearTape i) []⟩ := by
have raw := MachineDrain.drainTrace (clearTape i) () none (clearSource (clearTape i)) rfl
base (base (clearTape i)) ((), false) none
simp only [Function.update_eq_self] at raw
have placed := Lift.trace id some (fun _ => rfl)
(fun j k h => (Option.some.inj h).symm)
(fun _ : Unit => Label.clear i) (clearEntry (i.val + 1)) metadataStates
(MachineRegularInternalRow.coreInitialState internalDegree degree_positive (),
MachineRegularFamily.readyState H) base (clearSource (clearTape i)) (program H)
(fun _ => rfl) _ _ _ raw
simpa only [Lift.configuration, MachineCloudPadding.Placement.label,
identityPlacement, metadataStates, Equiv.coe_fn_mk, readyState] using placed
theorem clearPrefixTrace (H : BaseTable) (base : Tape → List Bool)
(k : Nat) (hk : k ≤ 7) :
(advance (TM2.step (program H)))^[clearSteps base k]
(some ⟨clearEntry 0, readyState H, base⟩) =
some ⟨clearEntry k, readyState H, clearMemory base k⟩ := by
induction k with
| zero => rfl
| succ k ih =>
have h : k < 7 := by omega
have first := ih (by omega)
have second := drainTrace H ⟨k, h⟩ (clearMemory base k)
have atEntry : clearEntry k = some (.clear ⟨k, h⟩) := by simp only [clearEntry, dite_eq_left h]
rw [atEntry] at first
simpa only [clearSteps, clearMemory, dite_eq_left h] using joinTrace first second
theorem clearTrace (H : BaseTable) (base : Tape → List Bool) :
(advance (TM2.step (program H)))^[clearSteps base 7]
(some ⟨clearEntry 0, readyState H, base⟩) =
some ⟨none, readyState H, clearMemory base 7⟩ := by
simpa only [clearEntry, lt_self_iff_false, dite_false] using clearPrefixTrace H base 7 le_rfl
theorem clearFrame (data : Data) : clearMemory (frame data) 7 =
frame { data with
owner := []
localRank := []
count := []
offset := []
rotor := []
padding := []
level := [] } := by
funext j
cases j with
| inl i => fin_cases i <;>
simp [clearMemory, clearTape, frame, MachineRegularMetadata.frame]
| inr j => cases j with
| inl e => cases e <;>
simp [clearMemory, clearTape, frame, MachineRegularMetadata.frame]
| inr e => simp [clearMemory, clearTape, frame]
theorem coreFrame_eq (H : BaseTable) (t : GraphTables.Table) (e : Fin t.darts)
(output : List Bool) :
coreFrame (familyData H t e output) =
MachineRegularInternalRow.coreInputTapes t (padding t) (familyCloudTable H t)
t.rows[e].tail (MachineRegularVertexBlock.oldCloud t (padding t) e) output := by
have rotor : MachineRegularFamily.rotor H (cloudSize t t.rows[e].tail) =
encodeWords (ExpanderTableWords.rotationWords (familyCloudTable H t t.rows[e].tail)) :=
PreprocessingFamilyBridge.familyRotor_eq_familyCloudTable H t t.rows[e].tail
(PreprocessingFamilyBridge.cloudSize_pos_of_dart t e)
funext i
fin_cases i <;>
simp [coreFrame, familyData, metadataData, MachineRegularMetadata.originalData,
MachineRegularMetadata.cloudData, MachineRegularMetadata.prefixData,
MachineRegularMetadata.rankData, MachineRegularMetadata.ownerData,
MachineRegularMetadata.frame, initialData,
MachineRegularInternalRow.coreInputTapes, MachineRegularInternalRow.coreMemory,
MachineRegularVertexBlock.oldCloud, paddedOld,
MachineRegularMetadata.originalMember]
all_goals first | exact rotor | rfl
theorem emittedData_eq (H : BaseTable) (t : GraphTables.Table) (e : Fin t.darts)
(output : List Bool) : emittedData H t e output =
familyData H t e (output ++ emittedBits H t e) := rfl
theorem vertexPlacement (H : BaseTable) (t : GraphTables.Table) (e : Fin t.darts)
(output output' : List Bool) :
MachineCloudPadding.Placement.tapes vertexView (coreFrame (familyData H t e output'))
(frame (familyData H t e output)) = frame (familyData H t e output') := by
funext j
cases j with
| inl i => rfl
| inr j => cases j with
| inl e => cases e <;> rfl
| inr e => rfl
def vertexSteps (H : BaseTable) (t : GraphTables.Table) (e : Fin t.darts)
(output : List Bool) : Nat :=
MachineRegularVertexBlock.originalSteps t (padding t) (familyCloudTable H t) e output.length
theorem vertexTrace (H : BaseTable) (t : GraphTables.Table) (e : Fin t.darts)
(output : List Bool) :
(advance (TM2.step (program H)))^[vertexSteps H t e output]
(some (cfg H (some (.vertex (MachineRegularVertexBlock.originalEntry
internalDegree degree_positive))) (familyData H t e output))) =
some (cfg H (clearEntry 0) (emittedData H t e output)) := by
have raw := MachineRegularVertexBlock.originalTraceAt internalDegree degree_positive id none
vertexSource (fun _ => rfl) t (padding t) (familyCloudTable H t) e output ()
have finished := coreFrame_eq H t e (output ++ emittedBits H t e)
simp only [emittedBits] at finished
rw [← coreFrame_eq H t e output, ← finished] at raw
have placed := Lift.trace Sum.inl vertexView vertexView_left vertexView_right
Label.vertex (clearEntry 0) vertexStates
(((((), false), none) : MetaState), MachineRegularFamily.readyState H)
(frame (familyData H t e output)) vertexSource (program H) (fun _ => rfl) _ _ _ raw
simpa only [Lift.configuration, MachineCloudPadding.Placement.label, vertexPlacement,
emittedData_eq, cfg, readyState, vertexStates, Equiv.prodAssoc_symm_apply,
vertexSteps, emittedBits, id_eq] using placed
noncomputable def totalSteps (H : BaseTable) (t : GraphTables.Table) (e : Fin t.darts)
(output : List Bool) : Nat :=
MachineRegularMetadata.totalTime t e + familySteps H t e output + vertexSteps H t e output +
clearSteps (frame (emittedData H t e output)) 7
theorem originalTrace (H : BaseTable) (t : GraphTables.Table) (e : Fin t.darts)
(output : List Bool) :
(advance (TM2.step (program H)))^[totalSteps H t e output]
(some (cfg H (some entry) (initialData t e output))) =
some (cfg H none (initialData t e (output ++ emittedBits H t e))) := by
have metadata := metadataTrace H t e output
have family := familyTrace H t e output
have vertex := vertexTrace H t e output
have cleanup := clearTrace H (frame (emittedData H t e output))
have final : clearMemory (frame (emittedData H t e output)) 7 =
frame (initialData t e (output ++ emittedBits H t e)) := by
rw [clearFrame]
rfl
rw [final] at cleanup
exact joinTrace (joinTrace (joinTrace metadata family) vertex) cleanup
noncomputable def originalExecution (H : BaseTable) (t : GraphTables.Table) (e : Fin t.darts)
(output : List Bool) :
StateTransition.EvalsToInTime (TM2.step (program H))
(cfg H (some entry) (initialData t e output))
(some (cfg H none (initialData t e (output ++ emittedBits H t e))))
(totalSteps H t e output) where
steps := totalSteps H t e output
evals_in_steps := originalTrace H t e output
steps_le_m := le_rfl
end BinPackingGames.Foundations.Complexity.MachineRegularOriginalBody
namespace BinPackingGames.Foundations.Complexity.MachineRegularOwnerCleanup
open Turing MachineComposition
abbrev Tape := MachineRegularOriginalBody.Tape ⊕ Fin 2
abbrev State := MachineRegularOriginalBody.State × Option Bool
abbrev Alphabet (_ : Tape) := Bool
private def sumDecidableEq {A B : Type} (left : DecidableEq A) (right : DecidableEq B) :
DecidableEq (A ⊕ B)
| .inl a, .inl b => match left a b with
| .isTrue h => .isTrue (congrArg (Sum.inl : A → A ⊕ B) h)
| .isFalse h => .isFalse (fun e => h (Sum.inl.inj e))
| .inr a, .inr b => match right a b with
| .isTrue h => .isTrue (congrArg (Sum.inr : B → A ⊕ B) h)
| .isFalse h => .isFalse (fun e => h (Sum.inr.inj e))
| .inl _, .inr _ => .isFalse (by intro h; cases h)
| .inr _, .inl _ => .isFalse (by intro h; cases h)
instance tapeDecidableEq : DecidableEq Tape :=
sumDecidableEq
(sumDecidableEq (inferInstanceAs (DecidableEq (Fin 27)))
(sumDecidableEq (inferInstanceAs (DecidableEq MachineRegularMetadata.Extra))
(sumDecidableEq
(sumDecidableEq
(sumDecidableEq (inferInstanceAs (DecidableEq MachineExpanderRow.Tape))
(inferInstanceAs (DecidableEq MachineExpanderTable.ExtraTape)))
(inferInstanceAs (DecidableEq MachineExpanderFamily.ExtraTape)))
(inferInstanceAs (DecidableEq MachineCeilingPower.Tape)))))
(inferInstanceAs (DecidableEq (Fin 2)))
instance tapeBEq : BEq Tape where
beq a b := decide (a = b)
instance tapeLawfulBEq : LawfulBEq Tape where
eq_of_beq := of_decide_eq_true
rfl := of_decide_eq_self_eq_true _
instance tapeFintype : Fintype Tape := by
change Fintype
((Fin 27 ⊕ (MachineRegularMetadata.Extra ⊕
(((MachineExpanderRow.Tape ⊕ MachineExpanderTable.ExtraTape) ⊕
MachineExpanderFamily.ExtraTape) ⊕ MachineCeilingPower.Tape))) ⊕ Fin 2)
infer_instance
def core (k : Fin 27) : Tape := .inl (.inl k)
def localRank : Tape := core 3
def count : Tape := core 4
def prefixTape : Tape := core 5
def rotor : Tape := core 7
def padding : Tape := .inl (.inr (.inl .padding))
def level : Tape := .inl (.inr (.inl .level))
def dummyFuel : Tape := .inr 0
def scratch : Tape := .inr 1
def cleanupTapes : List Tape := [localRank, count, rotor, padding, level, dummyFuel]
inductive Label
| scan
| restore
| drain (l : MachineDrainMany.Label cleanupTapes)
deriving DecidableEq, Fintype
def entry : Label := .scan
variable {Λ : Type}
def cleanupEntry (labels : Label → Λ) (exit : Option Λ) : Option Λ :=
MachineDrainMany.entry cleanupTapes (fun l => labels (.drain l)) exit
def instruction (labels : Label → Λ) (exit : Option Λ) :
Label → TM2.Stmt Alphabet Λ State
| .scan => MachineUnaryAffineAt.scan padding scratch prefixTape 1
(labels .scan) (labels .restore)
| .restore => Reduction.MachineTransfer.loopAt scratch padding id false
(labels .restore) (cleanupEntry labels exit)
| .drain l => MachineDrainMany.instruction cleanupTapes
(fun l => labels (.drain l)) exit l
def afterAddition (base : Tape → List Bool) (d o : Nat) : Tape → List Bool :=
Function.update base prefixTape (encodeWord (d + o))
def finalTapes (base : Tape → List Bool) (d o : Nat) : Tape → List Bool :=
MachineDrainMany.finalTapes cleanupTapes (afterAddition base d o)
def steps (base : Tape → List Bool) (d : Nat) : Nat :=
2 * (d + 1) + (cleanupTapes.map (fun k => (base k).length + 1)).sum
theorem finalTapes_apply (base : Tape → List Bool) (d o : Nat) (k : Tape) :
finalTapes base d o k =
if k ∈ cleanupTapes then []
else if k = prefixTape then encodeWord (d + o) else base k := by
simp only [finalTapes, MachineDrainMany.finalTapes_apply, afterAddition,
Function.update_apply]
@[simp] theorem finalTapes_prefix (base : Tape → List Bool) (d o : Nat) :
finalTapes base d o prefixTape = encodeWord (d + o) := by
simp [finalTapes_apply, cleanupTapes, prefixTape, localRank, count, rotor,
padding, level, dummyFuel, core]
theorem finalTapes_empty (base : Tape → List Bool) (d o : Nat) (k : Tape)
(hk : k ∈ cleanupTapes) : finalTapes base d o k = [] := by
rw [finalTapes_apply, ite_eq_left hk]
theorem finalTapes_other (base : Tape → List Bool) (d o : Nat) (k : Tape)
(hk : k ∉ cleanupTapes) (hp : k ≠ prefixTape) :
finalTapes base d o k = base k := by
rw [finalTapes_apply, ite_eq_right hk, ite_eq_right hp]
@[simp] theorem finalTapes_scratch (base : Tape → List Bool) (d o : Nat) :
finalTapes base d o scratch = base scratch := by
apply finalTapes_other
· simp [cleanupTapes, scratch, localRank, count, rotor, padding, level, dummyFuel, core]
· decide
theorem drainSteps_eq (base : Tape → List Bool) (d o : Nat) :
MachineDrainMany.steps cleanupTapes (afterAddition base d o) =
(cleanupTapes.map (fun k => (base k).length + 1)).sum := by
simp [MachineDrainMany.steps, cleanupTapes, afterAddition, prefixTape,
localRank, count, rotor, padding, level, dummyFuel, core]
theorem additionTraceAt (labels : Label → Λ) (exit : Option Λ)
(program : Λ → TM2.Stmt Alphabet Λ State)
(code : ∀ l, program (labels l) = instruction labels exit l)
(base : Tape → List Bool) (d o : Nat)
(paddingWord : base padding = encodeWord d)
(prefixWord : base prefixTape = encodeWord o)
(scratchEmpty : base scratch = [])
(ambient : MachineRegularOriginalBody.State) (register : Option Bool) :
(advance (TM2.step program))^[2 * (d + 1)]
(some ⟨some (labels entry), (ambient, register), base⟩) =
some ⟨cleanupEntry labels exit, (ambient, none), afterAddition base d o⟩ := by
have frame (word : List Bool) :
MachineUnaryAffineAt.tapes padding scratch prefixTape base (encodeWord d) [] word =
Function.update base prefixTape word := by
rw [← paddingWord, ← scratchEmpty]
simp only [MachineUnaryAffineAt.tapes, MachineCopy.forkTapes, Function.update_eq_self]
have initial : MachineUnaryAffineAt.tapes padding scratch prefixTape base
(encodeWord d) [] (encodeWord o) = base := by
rw [frame, ← prefixWord, Function.update_eq_self]
have run := MachineUnaryAffineAt.affineTrace padding scratch prefixTape
(by decide) (by decide) (by decide) 1 (labels .scan) (labels .restore)
(cleanupEntry labels exit) program (code .scan) (code .restore)
base d o [] [] ambient register
simpa only [List.append_nil, Nat.one_mul, initial, frame, entry, afterAddition] using run
theorem traceAt (labels : Label → Λ) (exit : Option Λ)
(program : Λ → TM2.Stmt Alphabet Λ State)
(code : ∀ l, program (labels l) = instruction labels exit l)
(base : Tape → List Bool) (d o : Nat)
(paddingWord : base padding = encodeWord d)
(prefixWord : base prefixTape = encodeWord o)
(scratchEmpty : base scratch = [])
(ambient : MachineRegularOriginalBody.State) (register : Option Bool) :
(advance (TM2.step program))^[steps base d]
(some ⟨some (labels entry), (ambient, register), base⟩) =
some ⟨exit, (ambient, none), finalTapes base d o⟩ := by
have first := additionTraceAt labels exit program code base d o
paddingWord prefixWord scratchEmpty ambient register
have second := MachineDrainMany.trace cleanupTapes (fun l => labels (.drain l)) exit
program (fun l => code (.drain l)) (afterAddition base d o) ambient none
simp only [MachineDrainMany.finalRegister_none, drainSteps_eq] at second
unfold steps
rw [Nat.add_comm, Function.iterate_add_apply, first]
exact second
def executionAt (labels : Label → Λ) (exit : Option Λ)
(program : Λ → TM2.Stmt Alphabet Λ State)
(code : ∀ l, program (labels l) = instruction labels exit l)
(base : Tape → List Bool) (d o : Nat)
(paddingWord : base padding = encodeWord d)
(prefixWord : base prefixTape = encodeWord o)
(scratchEmpty : base scratch = [])
(ambient : MachineRegularOriginalBody.State) (register : Option Bool) :
StateTransition.EvalsToInTime (TM2.step program)
⟨some (labels entry), (ambient, register), base⟩
(some ⟨exit, (ambient, none), finalTapes base d o⟩) (steps base d) where
steps := steps base d
evals_in_steps := traceAt labels exit program code base d o
paddingWord prefixWord scratchEmpty ambient register
steps_le_m := Nat.le_refl _
end BinPackingGames.Foundations.Complexity.MachineRegularOwnerCleanup
namespace BinPackingGames.Foundations.Complexity.MachineRegularOriginalBodyBounds
open Turing MachineComposition PCP PreprocessingCloudIndex PreprocessingRegularTables
open PreprocessingMachineBounds MachineRegularOriginalBody
noncomputable def wide : Polynomial Nat := Polynomial.C (ExpanderFamily.growth + 1) * Polynomial.X
noncomputable def rowPolynomial (q : Nat) : Polynomial Nat :=
wide + wide * Polynomial.C (q + 1) + 8192
noncomputable def outputPolynomial (q : Nat) : Polynomial Nat :=
wide + Polynomial.C q * rowPolynomial q
noncomputable def corePolynomial (q : Nat) : Polynomial Nat :=
Polynomial.C (5*q+32) * rotorPolynomial q + 10*wide + 2*wide + 13*wide + 5*wide +
Polynomial.C (5*q+10)*(wide+wide) + 4*wide + 2*outputPolynomial q +
Polynomial.C (8*q+41066)
noncomputable def blockPolynomial (q : Nat) : Polynomial Nat :=
Polynomial.C q * corePolynomial q + Polynomial.C (5*q+20)*wide +
2*outputPolynomial q + Polynomial.C (5*q+40995)
noncomputable def cleanupPolynomial (q : Nat) : Polynomial Nat := 6*wide + rotorPolynomial q + 13
noncomputable def timePolynomial : Polynomial Nat :=
MachineRegularMetadata.timePolynomial + MachineRegularExecutionBounds.familyPolynomial +
blockPolynomial internalDegree + cleanupPolynomial internalDegree
def bodySize (t : GraphTables.Table) (output : List Bool) : Nat :=
inputLength t + output.length
theorem blockPolynomial_eval (q L : Nat) :
(blockPolynomial q).eval L =
MachineRegularVertexBlock.originalTimeBound q
((ExpanderFamily.growth+1)*L) ((rotorPolynomial q).eval L)
((ExpanderFamily.growth+1)*L) ((ExpanderFamily.growth+1)*L)
((ExpanderFamily.growth+1)*L) ((ExpanderFamily.growth+1)*L)
((ExpanderFamily.growth+1)*L) ((ExpanderFamily.growth+1)*L)
((ExpanderFamily.growth+1)*L) ((ExpanderFamily.growth+1)*L) := by
simp only [blockPolynomial, corePolynomial, outputPolynomial, rowPolynomial, wide,
Polynomial.eval_add, Polynomial.eval_mul, Polynomial.eval_C, Polynomial.eval_X,
Polynomial.eval_ofNat, MachineRegularVertexBlock.originalTimeBound,
MachineRegularVertexBlock.portTimeBound, MachineRegularInternalRow.coreTimeBound,
MachineRegularOriginalClean.timeBound, MachineRegularVertexBlock.rowSizeBound]
ring
theorem originalTimeBound_le (q L R x v i k o m O V W R' : Nat)
(hL : L ≤ W) (hR : R ≤ R') (hx : x ≤ W) (hv : v ≤ W)
(hi : i ≤ W) (hk : k ≤ W) (ho : o ≤ W) (hm : m ≤ W)
(hO : O ≤ W) (hV : V ≤ W) :
MachineRegularVertexBlock.originalTimeBound q L R x v i k o m O V ≤
MachineRegularVertexBlock.originalTimeBound q W R' W W W W W W W W := by
unfold MachineRegularVertexBlock.originalTimeBound MachineRegularVertexBlock.portTimeBound
MachineRegularInternalRow.coreTimeBound MachineRegularOriginalClean.timeBound
MachineRegularVertexBlock.rowSizeBound
gcongr
theorem wide_le (t : GraphTables.Table) (output : List Bool) :
inputLength t ≤ (ExpanderFamily.growth+1)*bodySize t output ∧
ExpanderFamily.growth*inputLength t ≤ (ExpanderFamily.growth+1)*bodySize t output ∧
output.length ≤ (ExpanderFamily.growth+1)*bodySize t output := by
have hN : inputLength t ≤ bodySize t output := Nat.le_add_right _ _
have hO : output.length ≤ bodySize t output := Nat.le_add_left _ _
have hg := Nat.mul_le_mul_left ExpanderFamily.growth hN
rw [Nat.add_mul, Nat.one_mul]
omega
theorem vertexSteps_le (H : PreprocessingRegularTables.BaseTable) (t : GraphTables.Table) (e : Fin t.darts)
(output : List Bool) :
MachineRegularOriginalBody.vertexSteps H t e output ≤
(blockPolynomial internalDegree).eval (bodySize t output) := by
let v := t.rows[e].tail
let W := (ExpanderFamily.growth+1)*bodySize t output
have bounds := wide_le t output
have hx := e.isLt.le.trans (GraphTables.darts_le_tableBits_length t)
have hv := v.isLt.le.trans (GraphTables.vertices_le_tableBits_length t)
have hk := cloudSize_le_input t v
have hi := (cloudRank t v (MachineRegularMetadata.originalMember t e)).isLt.le.trans hk
have hm := GraphTables.darts_le_tableBits_length t
have ho := prefix_le_input t v.val
have hV := regularVertices_le_input t
have hR := (cloudRotorBits_le t v (familyCloudTable H t v)).trans
(natPolynomial_eval_mono (rotorPolynomial internalDegree)
(Nat.le_add_right (inputLength t) output.length))
have raw := MachineRegularVertexBlock.originalSteps_le internalDegree degree_positive
t (padding t) (familyCloudTable H t) e output.length
have bound := originalTimeBound_le internalDegree _ _ _ _ _ _ _ _ _ _ W _
bounds.1 hR (hx.trans bounds.1) (hv.trans bounds.1) (hi.trans bounds.1)
(hk.trans bounds.1) (ho.trans bounds.2.1) (hm.trans bounds.1) bounds.2.2
(hV.trans bounds.2.1)
rw [blockPolynomial_eval]
exact raw.trans bound
theorem clearSteps_frame (data : Data) :
clearSteps (frame data) 7 = data.owner.length + data.localRank.length +
data.count.length + data.offset.length + data.rotor.length + data.padding.length +
data.level.length + 7 := by
simp [clearSteps, clearMemory, clearTape, frame, MachineRegularMetadata.frame]
omega
theorem cleanupSteps_le (H : PreprocessingRegularTables.BaseTable) (t : GraphTables.Table) (e : Fin t.darts)
(output : List Bool) :
clearSteps (frame (emittedData H t e output)) 7 ≤
(cleanupPolynomial internalDegree).eval (bodySize t output) := by
let v := t.rows[e].tail
have bounds := wide_le t output
have hv := v.isLt.le.trans (GraphTables.vertices_le_tableBits_length t)
have hk := cloudSize_le_input t v
have hi := (cloudRank t v (MachineRegularMetadata.originalMember t e)).isLt.le.trans hk
have ho := prefix_le_input t v.val
have hp := cloudTotal_le_input t v
have hl := level_le_input t v
have hrotor := PreprocessingFamilyBridge.familyRotor_eq_familyCloudTable H t v
(PreprocessingFamilyBridge.cloudSize_pos_of_dart t e)
change MachineRegularFamily.rotor H (cloudSize t v) = _ at hrotor
have hR := (cloudRotorBits_le t v (familyCloudTable H t v)).trans
(natPolynomial_eval_mono (rotorPolynomial internalDegree)
(Nat.le_add_right (inputLength t) output.length))
rw [← hrotor] at hR
rw [clearSteps_frame]
simp only [emittedData, familyData, metadataData, MachineRegularMetadata.originalData,
MachineRegularMetadata.cloudData, MachineRegularMetadata.prefixData,
MachineRegularMetadata.rankData, MachineRegularMetadata.ownerData, initialData,
encodeWord_length, cleanupPolynomial, wide, Polynomial.eval_add, Polynomial.eval_mul,
Polynomial.eval_C, Polynomial.eval_X, Polynomial.eval_ofNat]
change _ ≤ 6*((ExpanderFamily.growth+1)*bodySize t output) +
(rotorPolynomial internalDegree).eval (bodySize t output)+13
change cloudSize t v + MachineCloudPadding.padding (cloudSize t v) ≤ _ at hp
dsimp only [v, bodySize, inputLength] at *
omega
theorem totalSteps_le (H : PreprocessingRegularTables.BaseTable) (t : GraphTables.Table) (e : Fin t.darts)
(output : List Bool) :
totalSteps H t e output ≤ timePolynomial.eval (bodySize t output) := by
have hsize : inputLength t ≤ bodySize t output := Nat.le_add_right _ _
have hm := (MachineRegularMetadata.totalTime_le t e).trans
(natPolynomial_eval_mono MachineRegularMetadata.timePolynomial hsize)
have hf := (familyExecution H t e output).steps_le_m
have hfb := MachineRegularExecutionBounds.family_budget_le t t.rows[e].tail
simp only [MachineRegularFamily.timePolynomial, encodeWord_length,
Polynomial.eval_add, Polynomial.eval_mul, Polynomial.eval_C, Polynomial.eval_X,
Polynomial.eval_ofNat] at hf
have hf' := (hf.trans hfb).trans
(natPolynomial_eval_mono MachineRegularExecutionBounds.familyPolynomial hsize)
have hv := vertexSteps_le H t e output
have hc := cleanupSteps_le H t e output
simp only [totalSteps, familySteps, timePolynomial, Polynomial.eval_add]
omega
noncomputable def originalInTime (H : PreprocessingRegularTables.BaseTable) (t : GraphTables.Table) (e : Fin t.darts)
(output : List Bool) :
StateTransition.EvalsToInTime (TM2.step (program H))
(cfg H (some entry) (initialData t e output))
(some (cfg H none (initialData t e (output ++ emittedBits H t e))))
(timePolynomial.eval (bodySize t output)) where
steps := totalSteps H t e output
evals_in_steps := originalTrace H t e output
steps_le_m := totalSteps_le H t e output
end BinPackingGames.Foundations.Complexity.MachineRegularOriginalBodyBounds
namespace BinPackingGames.Foundations.Complexity.MachineRegularOwnerBody
open Turing MachineComposition PCP
open PreprocessingCloudIndex PreprocessingRegularTables
open MachineRegularTable
open PreprocessingRegularLoopWords
abbrev Tape := MachineRegularOriginalBody.Tape ⊕ Fin 2
abbrev Alphabet (_ : Tape) := Bool
abbrev State := MachineRegularOriginalBody.State × Option Bool
abbrev Data := MachineRegularMetadata.Data
abbrev CoreState := MachineRegularOriginalBody.CoreState
abbrev MetaState := MachineRegularOriginalBody.MetaState
abbrev FamilyState := MachineRegularOriginalBody.FamilyState
abbrev BaseTable := PreprocessingRegularTables.BaseTable
instance : DecidableEq Tape := MachineRegularOwnerCleanup.tapeDecidableEq
instance : Fintype Tape := MachineRegularOwnerCleanup.tapeFintype
def core (k : Fin 27) : Tape := .inl (.inl k)
def paddingTape : Tape := .inl (.inr (.inl .padding))
def levelTape : Tape := .inl (.inr (.inl .level))
def dummyFuel : Tape := .inr 0
def scratch : Tape := .inr 1
def readyState (H : BaseTable) : State := (MachineRegularOriginalBody.readyState H, none)
def metadataTape (k : MachineRegularMetadata.Tape) : Tape :=
.inl (MachineRegularOriginalBody.metadataTape k)
def metadataView : Tape → Option MachineRegularMetadata.Tape
| .inl k => MachineRegularOriginalBody.metadataView k
| .inr _ => none
def familyTape (k : MachineRegularFamily.Tape) : Tape :=
.inl (MachineRegularOriginalBody.familyTape k)
def familyView : Tape → Option MachineRegularFamily.Tape
| .inl k => MachineRegularOriginalBody.familyView k
| .inr _ => none
def vertexView : Tape → Option (Fin 27)
| .inl k => MachineRegularOriginalBody.vertexView k
| .inr _ => none
theorem metadataView_left (k : MachineRegularMetadata.Tape) :
metadataView (metadataTape k) = some k := MachineRegularOriginalBody.metadataView_left k
theorem metadataView_right (j : Tape) (k : MachineRegularMetadata.Tape)
(h : metadataView j = some k) : metadataTape k = j := by
cases j with
| inl j => exact congrArg Sum.inl (MachineRegularOriginalBody.metadataView_right j k h)
| inr j => cases h
theorem familyView_left (k : MachineRegularFamily.Tape) :
familyView (familyTape k) = some k := MachineRegularOriginalBody.familyView_left k
theorem familyView_right (j : Tape) (k : MachineRegularFamily.Tape)
(h : familyView j = some k) : familyTape k = j := by
cases j with
| inl j => exact congrArg Sum.inl (MachineRegularOriginalBody.familyView_right j k h)
| inr j => cases h
theorem vertexView_left (k : Fin 27) : vertexView (core k) = some k := rfl
theorem vertexView_right (j : Tape) (k : Fin 27)
(h : vertexView j = some k) : core k = j := by
cases j with
| inl j => exact congrArg Sum.inl (MachineRegularOriginalBody.vertexView_right j k h)
| inr j => cases h
def metadataStates : (MetaState × ((CoreState × FamilyState) × Option Bool)) ≃ State where
toFun p := (((p.2.1.1, p.1), p.2.1.2), p.2.2)
invFun p := (p.1.1.2, ((p.1.1.1, p.1.2), p.2))
left_inv _ := rfl
right_inv _ := rfl
def familyStates : (FamilyState × ((CoreState × MetaState) × Option Bool)) ≃ State where
toFun p := ((p.2.1, p.1), p.2.2)
invFun p := (p.1.2, (p.1.1, p.2))
left_inv _ := rfl
right_inv _ := rfl
def vertexStates : (CoreState × ((MetaState × FamilyState) × Option Bool)) ≃ State where
toFun p := (((p.1, p.2.1.1), p.2.1.2), p.2.2)
invFun p := (p.1.1.1, ((p.1.1.2, p.1.2), p.2))
left_inv _ := rfl
right_inv _ := rfl
inductive Label
| metadata (l : MachineRegularMetadata.Label)
| copyCount (l : MachineUnaryAffineAt.Label)
| copyFuel (l : MachineUnaryAffineAt.Label)
| guard
| family (l : MachineRegularFamily.Label)
| loop
| vertex (l : MachineRegularVertexBlock.Label internalDegree)
| bump
| cleanup (l : MachineRegularOwnerCleanup.Label)
deriving DecidableEq, Fintype
def entry : Label := .metadata (.cloud .init)
def program (H : BaseTable) : Label → TM2.Stmt Alphabet Label State
| .metadata l => Lift.statement metadataTape Label.metadata (some (.copyCount .seed))
metadataStates (MachineRegularMetadata.program l)
| .copyCount .seed => MachineUnaryAffineAt.seed (core 3) 0 (.copyCount .scan)
| .copyCount .scan => MachineUnaryAffineAt.scan (core 4) scratch (core 3) 1
(.copyCount .scan) (.copyCount .restore)
| .copyCount .restore => Reduction.MachineTransfer.loopAt scratch (core 4) id false
(.copyCount .restore) (some (.copyFuel .seed))
| .copyFuel .seed => MachineUnaryAffineAt.seed dummyFuel 0 (.copyFuel .scan)
| .copyFuel .scan => MachineUnaryAffineAt.scan paddingTape scratch dummyFuel 1
(.copyFuel .scan) (.copyFuel .restore)
| .copyFuel .restore => Reduction.MachineTransfer.loopAt scratch paddingTape id false
(.copyFuel .restore) (some .guard)
| .guard => .peek dummyFuel (fun state head => (state.1, head))
(.branch (fun state => state.2.getD false)
(.load (fun state => (state.1, none)) (.goto fun _ => .family .start))
(.load (fun state => (state.1, none))
(.goto fun _ => .cleanup MachineRegularOwnerCleanup.entry)))
| .family l => Lift.statement familyTape Label.family (some .loop)
familyStates (MachineRegularFamily.program H l)
| .loop => .peek dummyFuel (fun state head => (state.1, head))
(.branch (fun state => state.2.getD false)
(.pop dummyFuel (fun state _ => (state.1, none))
(.goto fun _ => .vertex (MachineRegularVertexBlock.dummyEntry internalDegree
MachineRegularOriginalBody.degree_positive)))
(.load (fun state => (state.1, none))
(.goto fun _ => .cleanup MachineRegularOwnerCleanup.entry)))
| .vertex l => Lift.statement core Label.vertex (some .bump)
vertexStates (MachineRegularOriginalBody.vertexSource l)
| .bump => .push (core 1) (fun _ => true)
(.push (core 3) (fun _ => true) (.goto fun _ => .loop))
| .cleanup l => MachineRegularOwnerCleanup.instruction Label.cleanup none l
def working (data : Data) (fuel saved : List Bool) : Tape → List Bool
| .inl k => MachineRegularOriginalBody.frame data k
| .inr i => if i = 0 then fuel else saved
def frame (data : Data) : Tape → List Bool := working data [] []
def cfg (H : BaseTable) (label : Option Label) (data : Data) : TM2.Cfg Alphabet Label State :=
⟨label, readyState H, frame data⟩
def initialData (t : GraphTables.Table) (v : Fin t.vertices) (output : List Bool) : Data where
table := GraphTables.tableBits t
globalIndex := encodeWord (t.darts + PreprocessingPaddingOffsets.offset (padding t) v.val)
owner := encodeWord v.val
localRank := []
count := []
offset := encodeWord (PreprocessingPaddingOffsets.offset (padding t) v.val)
darts := encodeWord t.darts
rotor := []
output := output
padding := []
level := []
def metadataData (t : GraphTables.Table) (v : Fin t.vertices) (output : List Bool) : Data :=
MachineRegularMetadata.cloudData t v (initialData t v output)
def seededData (t : GraphTables.Table) (v : Fin t.vertices) (output : List Bool) : Data :=
{ metadataData t v output with localRank := encodeWord (cloudSize t v) }
def ownerBits (H : BaseTable) (t : GraphTables.Table) (v : Fin t.vertices) : List Bool :=
(List.ofFn (PreprocessingRegularWords.dummyVertexBits t (padding t) (familyCloudTable H t) v)).flatten
def finalData (H : BaseTable) (t : GraphTables.Table) (v : Fin t.vertices)
(output : List Bool) : Data :=
{ initialData t v output with
globalIndex := encodeWord (t.darts + PreprocessingPaddingOffsets.offset (padding t) v.val + padding t v)
offset := encodeWord (PreprocessingPaddingOffsets.offset (padding t) v.val + padding t v)
output := output ++ ownerBits H t v }
end BinPackingGames.Foundations.Complexity.MachineRegularOwnerBody
end OAI