openAI-math-dataset / lean /OAI /Computability /BinPacking /Computation /TableIterationFiniteAlphabet.lean
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Add lean source and binary files (part 59)
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import Mathlib.Data.List.FinRange
import Mathlib.Tactic.Ring
import OAI.Computability.BinPacking.Computation.FinalCNFCleanup
import OAI.Computability.BinPacking.Computation.GraphIterationBounds
import OAI.Computability.BinPacking.PCP.MachineRawInitialTable
namespace OAI
namespace BinPackingGames.Foundations.Complexity.FinalCNFMachine.Program
section
open Turing PCP PCP.AlphabetTable FinalCNFTableAdapter
@[simp] theorem headRoles_zero : headRoles 0 = Tape.archive := rfl
@[simp] theorem headRoles_one : headRoles 1 = Tape.reverseIndex := rfl
@[simp] theorem headRoles_two : headRoles 2 = Tape.scanWork := rfl
@[simp] theorem headRoles_three : headRoles 3 = Tape.indexWork := rfl
@[simp] theorem headRoles_four : headRoles 4 = Tape.head := rfl
@[simp] theorem headRoles_five : headRoles 5 = Tape.scratch := rfl
def rowOperands (table : GraphTables.Table) (e : Fin table.darts) : Fin 5 → Nat :=
values table.vertices table.darts table.rows[e].tail.val
table.rows[table.rows[e].reverseIndex].tail.val e.val
def rowRelation (table : GraphTables.Table) (e : Fin table.darts) : Ambient :=
((), fun i => table.rows[e].relation[i])
def rowRest (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) : List Bool :=
encodeWords (GraphTables.relationWords table.rows[e].relation) ++ rest
def preparedTapes (base : Tape → List Bool) (table : GraphTables.Table)
(e : Fin table.darts) (rest : List Bool) : Tape → List Bool :=
Lookup.headLookupTapes headRoles
(endpointTapes base table.rows[e].tail.val table.rows[e].reverseIndex.val
(rowRest table e rest)) (genericTable table) e
theorem prepared_input (base : Tape → List Bool) (table : GraphTables.Table)
(e : Fin table.darts) (rest : List Bool) :
preparedTapes base table e rest .input = rowRest table e rest := by
simp [preparedTapes, Lookup.headLookupTapes, MachineLookup.tapes, endpointTapes,
Hastad.SourceMachine.fieldTapes]
theorem prepared_head (base : Tape → List Bool) (table : GraphTables.Table)
(e : Fin table.darts) (rest : List Bool) :
preparedTapes base table e rest .head =
encodeWord table.rows[table.rows[e].reverseIndex].tail.val := by
simp [preparedTapes, Lookup.headLookupTapes, MachineLookup.tapes,
genericTable_headValue, GraphTables.semantics, ConstraintGraph.head,
GraphTables.reverseAt]
theorem prepared_tail (base : Tape → List Bool) (table : GraphTables.Table)
(e : Fin table.darts) (rest : List Bool) :
preparedTapes base table e rest .tail = encodeWord table.rows[e].tail.val ++ base .tail := by
simp [preparedTapes, Lookup.headLookupTapes, MachineLookup.tapes, endpointTapes,
Hastad.SourceMachine.fieldTapes]
theorem prepared_reverse (base : Tape → List Bool) (table : GraphTables.Table)
(e : Fin table.darts) (rest : List Bool) :
preparedTapes base table e rest .reverseIndex =
encodeWord table.rows[e].reverseIndex.val ++ base .reverseIndex := by
simp [preparedTapes, Lookup.headLookupTapes, MachineLookup.tapes, endpointTapes,
Hastad.SourceMachine.fieldTapes]
theorem prepared_frame (base : Tape → List Bool) (table : GraphTables.Table)
(e : Fin table.darts) (rest : List Bool) (tape : Tape)
(hi : tape ≠ .input) (ht : tape ≠ .tail) (hr : tape ≠ .reverseIndex)
(hh : tape ≠ .head) (hs : tape ≠ .scanWork) (hx : tape ≠ .indexWork) :
preparedTapes base table e rest tape = base tape := by
simp [preparedTapes, Lookup.headLookupTapes, MachineLookup.tapes, endpointTapes,
Hastad.SourceMachine.fieldTapes, hi, ht, hr, hh, hs, hx]
def emittedTapes (plan : Plan) (base : Tape → List Bool) (table : GraphTables.Table)
(e : Fin table.darts) (rest : List Bool) : Tape → List Bool :=
Function.update (Function.update (preparedTapes base table e rest) Tape.input rest)
Tape.accumulator ((plan.flatMap (Emitter.commandBits (rowOperands table e)
(rowRelation table e))).reverse ++ base .accumulator)
def rowResultTapes (plan : Plan) (base : Tape → List Bool) (table : GraphTables.Table)
(e : Fin table.darts) (rest : List Bool) : Tape → List Bool :=
finishTapes (emittedTapes plan base table e rest) e.val
@[simp] theorem rowResult_input (plan : Plan) (base : Tape → List Bool)
(table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) :
rowResultTapes plan base table e rest .input = rest := by
simp [rowResultTapes, finishTapes, emittedTapes]
@[simp] theorem rowResult_tail (plan : Plan) (base : Tape → List Bool)
(table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) :
rowResultTapes plan base table e rest .tail = [] := by
simp [rowResultTapes, finishTapes]
@[simp] theorem rowResult_head (plan : Plan) (base : Tape → List Bool)
(table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) :
rowResultTapes plan base table e rest .head = [] := by
simp [rowResultTapes, finishTapes]
@[simp] theorem rowResult_reverse (plan : Plan) (base : Tape → List Bool)
(table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) :
rowResultTapes plan base table e rest .reverseIndex = [] := by
simp [rowResultTapes, finishTapes]
@[simp] theorem rowResult_index (plan : Plan) (base : Tape → List Bool)
(table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) :
rowResultTapes plan base table e rest .rowIndex = encodeWord (e.val + 1) := by
simp [rowResultTapes, finishTapes]
@[simp] theorem rowResult_accumulator (plan : Plan) (base : Tape → List Bool)
(table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) :
rowResultTapes plan base table e rest .accumulator =
(plan.flatMap (Emitter.commandBits (rowOperands table e) (rowRelation table e))).reverse ++
base .accumulator := by
simp [rowResultTapes, finishTapes, emittedTapes]
theorem rowResult_frame (plan : Plan) (base : Tape → List Bool)
(table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) (tape : Tape)
(hi : tape ≠ .input) (ht : tape ≠ .tail) (hr : tape ≠ .reverseIndex)
(hh : tape ≠ .head) (hs : tape ≠ .scanWork) (hx : tape ≠ .indexWork)
(ha : tape ≠ .accumulator) (hc : tape ≠ .rowIndex) :
rowResultTapes plan base table e rest tape = base tape := by
simp only [rowResultTapes, finishTapes, emittedTapes, Function.update_of_ne hi,
Function.update_of_ne ht, Function.update_of_ne hr, Function.update_of_ne hh,
Function.update_of_ne ha, Function.update_of_ne hc]
exact prepared_frame base table e rest tape hi ht hr hh hs hx
def guardRowInTime (headerPlan plan : Plan) (base : Tape → List Bool)
(ambient : Ambient) (hinput : base .input ≠ []) :
StateTransition.EvalsToInTime (TM2.step (program headerPlan plan))
⟨some .guard, ((ambient, ()), none), base⟩
(some ⟨some .startTail, ((ambient, ()), none), base⟩) 1 where
steps := 1
evals_in_steps := by
change some (TM2.stepAux (program headerPlan plan .guard) _ _) = _
cases hb : base .input with
| nil => exact False.elim (hinput hb)
| cons b bs => simp [program, guard, TM2.stepAux, hb]
steps_le_m := Nat.le_refl _
def guardEndInTime (headerPlan plan : Plan) (base : Tape → List Bool)
(ambient : Ambient) (hinput : base .input = []) :
StateTransition.EvalsToInTime (TM2.step (program headerPlan plan))
⟨some .guard, ((ambient, ()), none), base⟩
(some ⟨some .reverseOutput, ((ambient, ()), none), base⟩) 1 where
steps := 1
evals_in_steps := by
change some (TM2.stepAux (program headerPlan plan .guard) _ _) = _
simp [program, guard, TM2.stepAux, hinput]
steps_le_m := Nat.le_refl _
theorem prepared_operands (base : Tape → List Bool) (table : GraphTables.Table)
(e : Fin table.darts) (rest : List Bool)
(hn : base .vertices = encodeWord table.vertices)
(hm : base .darts = encodeWord table.darts)
(hr : base .rowIndex = encodeWord e.val)
(ht : base .tail = []) :
∀ i, (Function.update (preparedTapes base table e rest) Tape.input rest) (source i) =
encodeWord (rowOperands table e i) := by
intro i
fin_cases i
· simpa [source, rowOperands, values] using
prepared_frame base table e rest .vertices (by decide) (by decide) (by decide)
(by decide) (by decide) (by decide) |>.trans hn
· change (Function.update (preparedTapes base table e rest) Tape.input rest) Tape.darts = _
simp only [Function.update_of_ne (show Tape.darts ≠ Tape.input by decide)]
exact (prepared_frame base table e rest .darts (by decide) (by decide) (by decide)
(by decide) (by decide) (by decide)).trans hm
· change (Function.update (preparedTapes base table e rest) Tape.input rest) Tape.tail = _
simp only [Function.update_of_ne (show Tape.tail ≠ Tape.input by decide), prepared_tail,
ht, List.append_nil]
rfl
· change (Function.update (preparedTapes base table e rest) Tape.input rest) Tape.head = _
simp only [Function.update_of_ne (show Tape.head ≠ Tape.input by decide), prepared_head]
rfl
· change (Function.update (preparedTapes base table e rest) Tape.input rest) Tape.rowIndex = _
simp only [Function.update_of_ne (show Tape.rowIndex ≠ Tape.input by decide)]
exact (prepared_frame base table e rest .rowIndex (by decide) (by decide) (by decide)
(by decide) (by decide) (by decide)).trans hr
theorem rowOperands_bounded (table : GraphTables.Table) (e : Fin table.darts) :
∀ i, rowOperands table e i ≤ (GraphTables.tableBits table).length := by
intro i
fin_cases i
· exact GraphTables.vertices_le_tableBits_length table
· exact GraphTables.darts_le_tableBits_length table
· exact table.rows[e].tail.isLt.le.trans (GraphTables.vertices_le_tableBits_length table)
· exact table.rows[table.rows[e].reverseIndex].tail.isLt.le.trans
(GraphTables.vertices_le_tableBits_length table)
· exact e.isLt.le.trans (GraphTables.darts_le_tableBits_length table)
def rowTime (plan : Plan) (N : Nat) : Nat :=
plan.length * (3 * (N + 1) + 3) + 12 * N + 15
noncomputable def rowInTime (headerPlan plan : Plan) (base : Tape → List Bool)
(table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool)
(hinput : base .input = encodeWords (GraphTables.rowWords table.rows[e]) ++ rest)
(harchive : base .archive = GraphTables.tableBits table)
(hn : base .vertices = encodeWord table.vertices)
(hm : base .darts = encodeWord table.darts)
(hrow : base .rowIndex = encodeWord e.val)
(ht : base .tail = []) (hh : base .head = []) (hr : base .reverseIndex = [])
(hscratch : base .scratch = []) (ambient : Ambient) :
StateTransition.EvalsToInTime (TM2.step (program headerPlan plan))
⟨some .startTail, ((ambient, ()), none), base⟩
(some ⟨some .guard, ((rowRelation table e, ()), none),
rowResultTapes plan base table e rest⟩)
(rowTime plan (GraphTables.tableBits table).length) := by
let parsed := endpointTapes base table.rows[e].tail.val table.rows[e].reverseIndex.val
(rowRest table e rest)
let ready := preparedTapes base table e rest
let read := Function.update ready Tape.input rest
let output := emittedTapes plan base table e rest
let run₁ := endpointsInTime headerPlan plan base table.rows[e].tail.val
table.rows[e].reverseIndex.val (rowRest table e rest)
(by simpa [GraphTables.rowWords, encodeWords, List.append_assoc, rowRest] using hinput) ambient
have parsed_archive : parsed .archive = GenericGraphTables.tableBits (genericTable table) := by
simpa [parsed, endpointTapes, Hastad.SourceMachine.fieldTapes] using harchive
have parsed_reverse : parsed .reverseIndex =
encodeWord (Lookup.headIndex (genericTable table) e).val := by
simp [parsed, endpointTapes, Hastad.SourceMachine.fieldTapes, hr]
have parsed_head : parsed .head = [] := by
simp [parsed, endpointTapes, Hastad.SourceMachine.fieldTapes, hh]
have parsed_scratch : parsed .scratch = [] := by
simp [parsed, endpointTapes, Hastad.SourceMachine.fieldTapes, hscratch]
let run₂ := headPhaseInTime headerPlan plan parsed (genericTable table) e
parsed_archive parsed_reverse parsed_head parsed_scratch ambient
let run₃ := relationInTime headerPlan plan ready table.rows[e].relation rest
(prepared_input base table e rest) ambient
have read_operands : ∀ i, read (source i) = encodeWord (rowOperands table e i) :=
prepared_operands base table e rest hn hm hrow ht
have read_scratch : read .scratch = [] := by
simp only [read, Function.update_of_ne (show Tape.scratch ≠ Tape.input by decide)]
exact (prepared_frame base table e rest .scratch (by decide) (by decide) (by decide)
(by decide) (by decide) (by decide)).trans hscratch
have read_acc : read .accumulator = base .accumulator := by
simp only [read, Function.update_of_ne (show Tape.accumulator ≠ Tape.input by decide)]
exact prepared_frame base table e rest .accumulator (by decide) (by decide) (by decide)
(by decide) (by decide) (by decide)
have run₄ : StateTransition.EvalsToInTime (TM2.step (program headerPlan plan))
⟨some (.row (Emitter.labelAt plan.length 36864 0 .entry)),
((rowRelation table e, ()), none), read⟩
(some ⟨some .clearTail, ((rowRelation table e, ()), none), output⟩)
(plan.length * (3 * ((GraphTables.tableBits table).length + 1) + 3) + 1) := by
simpa only [read_acc, output, emittedTapes, read, ready] using
emitInTime headerPlan plan read (rowOperands table e) read_operands read_scratch
(rowRelation table e) (GraphTables.tableBits table).length (rowOperands_bounded table e)
have output_tail : output .tail = encodeWord table.rows[e].tail.val := by
simp [output, emittedTapes, prepared_tail, ht]
have output_head : output .head = encodeWord table.rows[table.rows[e].reverseIndex].tail.val := by
simp [output, emittedTapes, prepared_head]
have output_reverse : output .reverseIndex = encodeWord table.rows[e].reverseIndex.val := by
simp [output, emittedTapes, prepared_reverse, hr]
have output_row : output .rowIndex = encodeWord e.val := by
simp only [output, emittedTapes,
Function.update_of_ne (show Tape.rowIndex ≠ Tape.accumulator by decide),
Function.update_of_ne (show Tape.rowIndex ≠ Tape.input by decide)]
exact (prepared_frame base table e rest .rowIndex (by decide) (by decide) (by decide)
(by decide) (by decide) (by decide)).trans hrow
let run₅ := finishInTime headerPlan plan output table.rows[e].tail.val
table.rows[table.rows[e].reverseIndex].tail.val table.rows[e].reverseIndex.val e.val
output_tail output_head output_reverse output_row (rowRelation table e)
let r₁₂ := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ run₁ run₂
let r₁₂₃ := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ r₁₂ run₃
let r₁₂₃₄ := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ r₁₂₃ run₄
let run := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ r₁₂₃₄ run₅
refine { toEvalsTo := run.toEvalsTo, steps_le_m := ?_ }
have hb := run.steps_le_m
have htbound := rowOperands_bounded table e 2
have hhbound := rowOperands_bounded table e 3
have hrbound := table.rows[e].reverseIndex.isLt.le.trans (GraphTables.darts_le_tableBits_length table)
change table.rows[e].tail.val ≤ _ at htbound
change table.rows[table.rows[e].reverseIndex].tail.val ≤ _ at hhbound
simp only [Lookup.headTimePolynomial, Polynomial.eval_add, Polynomial.eval_mul,
Polynomial.eval_C, Polynomial.eval_X, genericTable_tableBits] at hb
unfold rowTime
omega
end
section
open PCP PCP.AlphabetTable FinalCNFTableAdapter
def remainingEvents (table : GraphTables.Table) (r : Nat) : List (Fin table.darts) :=
(List.finRange table.darts).drop r
def processedEvents (table : GraphTables.Table) (r : Nat) : List (Fin table.darts) :=
(List.finRange table.darts).take r
def inputStream (table : GraphTables.Table) (events : List (Fin table.darts)) : List Bool :=
events.flatMap (fun e => encodeWords (GraphTables.rowWords table.rows[e]))
def outputStream (plan : Plan) (table : GraphTables.Table)
(events : List (Fin table.darts)) : List Bool :=
events.flatMap (fun e => plan.flatMap (Emitter.commandBits (rowOperands table e)
(rowRelation table e)))
@[simp] theorem remainingEvents_zero (table : GraphTables.Table) :
remainingEvents table 0 = List.finRange table.darts := by
simp [remainingEvents]
@[simp] theorem remainingEvents_length (table : GraphTables.Table) (r : Nat) :
(remainingEvents table r).length = table.darts - r := by
simp [remainingEvents]
@[simp] theorem remainingEvents_done (table : GraphTables.Table) :
remainingEvents table table.darts = [] := by
simp [remainingEvents]
theorem remainingEvents_cons (table : GraphTables.Table) (r : Nat) (h : r < table.darts) :
remainingEvents table r = ⟨r, h⟩ :: remainingEvents table (r + 1) := by
unfold remainingEvents
rw [List.drop_eq_getElem_cons (l := List.finRange table.darts) (i := r)
(by simpa using h)]
simp
@[simp] theorem processedEvents_zero (table : GraphTables.Table) :
processedEvents table 0 = [] := by simp [processedEvents]
@[simp] theorem processedEvents_done (table : GraphTables.Table) :
processedEvents table table.darts = List.finRange table.darts := by
simp [processedEvents]
theorem processedEvents_succ (table : GraphTables.Table) (r : Nat) (h : r < table.darts) :
processedEvents table (r + 1) = processedEvents table r ++ [⟨r, h⟩] := by
unfold processedEvents
rw [List.take_succ_eq_append_getElem (l := List.finRange table.darts) (i := r)
(by simpa using h)]
simp
theorem processed_append_remaining (table : GraphTables.Table) (r : Nat) :
processedEvents table r ++ remainingEvents table r = List.finRange table.darts := by
exact List.take_append_drop r (List.finRange table.darts)
@[simp] theorem inputStream_nil (table : GraphTables.Table) : inputStream table [] = [] := rfl
@[simp] theorem inputStream_cons (table : GraphTables.Table) (e : Fin table.darts)
(events : List (Fin table.darts)) :
inputStream table (e :: events) =
encodeWords (GraphTables.rowWords table.rows[e]) ++ inputStream table events := rfl
@[simp] theorem inputStream_append (table : GraphTables.Table)
(first rest : List (Fin table.darts)) :
inputStream table (first ++ rest) = inputStream table first ++ inputStream table rest := by
simp only [inputStream, List.flatMap_append]
@[simp] theorem outputStream_nil (plan : Plan) (table : GraphTables.Table) :
outputStream plan table [] = [] := rfl
@[simp] theorem outputStream_cons (plan : Plan) (table : GraphTables.Table)
(e : Fin table.darts) (events : List (Fin table.darts)) :
outputStream plan table (e :: events) =
plan.flatMap (Emitter.commandBits (rowOperands table e) (rowRelation table e)) ++
outputStream plan table events := rfl
@[simp] theorem outputStream_append (plan : Plan) (table : GraphTables.Table)
(first rest : List (Fin table.darts)) :
outputStream plan table (first ++ rest) =
outputStream plan table first ++ outputStream plan table rest := by
simp only [outputStream, List.flatMap_append]
theorem inputStream_remaining_cons (table : GraphTables.Table) (r : Nat)
(h : r < table.darts) :
inputStream table (remainingEvents table r) =
encodeWords (GraphTables.rowWords table.rows[(⟨r, h⟩ : Fin table.darts)]) ++
inputStream table (remainingEvents table (r + 1)) := by
rw [remainingEvents_cons table r h, inputStream_cons]
theorem outputStream_remaining_cons (plan : Plan) (table : GraphTables.Table) (r : Nat)
(h : r < table.darts) :
outputStream plan table (remainingEvents table r) =
plan.flatMap (Emitter.commandBits (rowOperands table ⟨r, h⟩)
(rowRelation table ⟨r, h⟩)) ++
outputStream plan table (remainingEvents table (r + 1)) := by
rw [remainingEvents_cons table r h, outputStream_cons]
theorem outputStream_processed_succ (plan : Plan) (table : GraphTables.Table) (r : Nat)
(h : r < table.darts) :
outputStream plan table (processedEvents table (r + 1)) =
outputStream plan table (processedEvents table r) ++
plan.flatMap (Emitter.commandBits (rowOperands table ⟨r, h⟩)
(rowRelation table ⟨r, h⟩)) := by
rw [processedEvents_succ table r h, outputStream_append]
simp
theorem inputStream_split (table : GraphTables.Table) (r : Nat) :
inputStream table (List.finRange table.darts) =
inputStream table (processedEvents table r) ++
inputStream table (remainingEvents table r) := by
rw [← inputStream_append, processed_append_remaining]
theorem outputStream_split (plan : Plan) (table : GraphTables.Table) (r : Nat) :
outputStream plan table (List.finRange table.darts) =
outputStream plan table (processedEvents table r) ++
outputStream plan table (remainingEvents table r) := by
rw [← outputStream_append, processed_append_remaining]
private theorem encodeWords_flatMap_rows {α : Type} (rows : List α) (words : α → List Nat) :
encodeWords (rows.flatMap words) = rows.flatMap (fun row => encodeWords (words row)) := by
induction rows with
| nil => rfl
| cons row rows ih => simp only [List.flatMap_cons, encodeWords_append, ih]
theorem rowList_eq_finRange_map (table : GraphTables.Table) :
GraphTables.rowList table = (List.finRange table.darts).map (fun e => table.rows[e]) := by
rw [← List.ofFn_eq_map, ← Vector.toList_ofFn]
change table.rows.toList = (Vector.ofFn (fun i => table.rows[i.val])).toList
rw [Vector.ofFn_getElem]
theorem inputStream_all (table : GraphTables.Table) :
inputStream table (List.finRange table.darts) = tableRowsBits (genericTable table) := by
rw [tableRowsBits, genericTable_rowList]
erw [List.flatMap_map]
change inputStream table (List.finRange table.darts) =
encodeWords ((GraphTables.rowList table).flatMap GraphTables.rowWords)
rw [rowList_eq_finRange_map, List.flatMap_map, encodeWords_flatMap_rows]
rfl
theorem inputStream_remaining_zero (table : GraphTables.Table) :
inputStream table (remainingEvents table 0) = tableRowsBits (genericTable table) := by
rw [remainingEvents_zero, inputStream_all]
theorem outputStream_accumulator_succ (plan : Plan) (table : GraphTables.Table)
(r : Nat) (h : r < table.darts) (header : List Bool) :
(plan.flatMap (Emitter.commandBits (rowOperands table ⟨r, h⟩)
(rowRelation table ⟨r, h⟩))).reverse ++
(header ++ outputStream plan table (processedEvents table r)).reverse =
(header ++ outputStream plan table (processedEvents table (r + 1))).reverse := by
rw [outputStream_processed_succ plan table r h]
simp only [List.reverse_append, List.append_assoc]
end
section
open Turing PCP PCP.AlphabetTable
structure LoopInvariant (table : GraphTables.Table) (r : Nat) (base : Tape → List Bool) : Prop where
input : base .input = inputStream table (remainingEvents table r)
archive : base .archive = GraphTables.tableBits table
vertices : base .vertices = encodeWord table.vertices
darts : base .darts = encodeWord table.darts
index : base .rowIndex = encodeWord r
tail : base .tail = []
head : base .head = []
reverse : base .reverseIndex = []
scratch : base .scratch = []
structure LoopRun (headerPlan plan : Plan) (table : GraphTables.Table) (r remaining : Nat)
(base : Tape → List Bool) (ambient : Ambient) where
finalAmbient : Ambient
finalTapes : Tape → List Bool
execution : StateTransition.EvalsToInTime (TM2.step (program headerPlan plan))
⟨some .guard, ((ambient, ()), none), base⟩
(some ⟨some .reverseOutput, ((finalAmbient, ()), none), finalTapes⟩)
(remaining * (rowTime plan (GraphTables.tableBits table).length + 1) + 1)
accumulator : finalTapes .accumulator =
(outputStream plan table (remainingEvents table r)).reverse ++ base .accumulator
output : finalTapes .output = base .output
theorem rowInvariant_succ (plan : Plan) (table : GraphTables.Table) (r : Nat)
(hr : r < table.darts) (base : Tape → List Bool) (invariant : LoopInvariant table r base) :
LoopInvariant table (r + 1)
(rowResultTapes plan base table ⟨r, hr⟩
(inputStream table (remainingEvents table (r + 1)))) := by
constructor
· exact rowResult_input _ _ _ _ _
· exact (rowResult_frame _ _ _ _ _ .archive (by decide) (by decide) (by decide)
(by decide) (by decide) (by decide) (by decide) (by decide)).trans invariant.archive
· exact (rowResult_frame _ _ _ _ _ .vertices (by decide) (by decide) (by decide)
(by decide) (by decide) (by decide) (by decide) (by decide)).trans invariant.vertices
· exact (rowResult_frame _ _ _ _ _ .darts (by decide) (by decide) (by decide)
(by decide) (by decide) (by decide) (by decide) (by decide)).trans invariant.darts
· exact rowResult_index _ _ _ _ _
· exact rowResult_tail _ _ _ _ _
· exact rowResult_head _ _ _ _ _
· exact rowResult_reverse _ _ _ _ _
· exact (rowResult_frame _ _ _ _ _ .scratch (by decide) (by decide) (by decide)
(by decide) (by decide) (by decide) (by decide) (by decide)).trans invariant.scratch
theorem rowWords_nonempty (table : GraphTables.Table) (e : Fin table.darts) :
encodeWords (GraphTables.rowWords table.rows[e]) ≠ [] := by
simp [GraphTables.rowWords, encodeWords, encodeWord]
noncomputable def loopInTime (headerPlan plan : Plan) (table : GraphTables.Table)
(remaining : Nat) :
∀ (r : Nat) (_hcount : r + remaining = table.darts) (base : Tape → List Bool)
(ambient : Ambient), LoopInvariant table r base →
LoopRun headerPlan plan table r remaining base ambient := by
induction remaining with
| zero =>
intro r hcount base ambient invariant
have hr : r = table.darts := by omega
have hinput : base .input = [] := by
simpa only [hr, remainingEvents_done, inputStream_nil] using invariant.input
refine {
finalAmbient := ambient
finalTapes := base
execution := ?_
accumulator := ?_
output := rfl }
· simpa only [Nat.zero_mul, Nat.zero_add] using
guardEndInTime headerPlan plan base ambient hinput
· simp only [hr, remainingEvents_done, outputStream_nil, List.reverse_nil, List.nil_append]
| succ remaining ih =>
intro r hcount base ambient invariant
have hr : r < table.darts := by omega
let e : Fin table.darts := ⟨r, hr⟩
let rest := inputStream table (remainingEvents table (r + 1))
let next := rowResultTapes plan base table e rest
have hinput : base .input = encodeWords (GraphTables.rowWords table.rows[e]) ++ rest := by
rw [invariant.input, inputStream_remaining_cons table r hr]
have hnonempty : base .input ≠ [] := by
rw [hinput]
exact List.append_ne_nil_of_left_ne_nil (rowWords_nonempty table e) rest
let guardRun := guardRowInTime headerPlan plan base ambient hnonempty
let rowRun := rowInTime headerPlan plan base table e rest hinput invariant.archive
invariant.vertices invariant.darts invariant.index invariant.tail invariant.head
invariant.reverse invariant.scratch ambient
let first := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ guardRun rowRun
let later := ih (r + 1) (by omega) next (rowRelation table e)
(rowInvariant_succ plan table r hr base invariant)
let run := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ first later.execution
refine {
finalAmbient := later.finalAmbient
finalTapes := later.finalTapes
execution := { toEvalsTo := run.toEvalsTo, steps_le_m := ?_ }
accumulator := ?_
output := ?_ }
· have hb := run.steps_le_m
rw [Nat.succ_mul]
omega
· rw [later.accumulator, outputStream_remaining_cons plan table r hr]
simp only [next, rowResult_accumulator, List.reverse_append, List.append_assoc]
rfl
· rw [later.output]
exact rowResult_frame _ _ _ _ _ .output (by decide) (by decide) (by decide)
(by decide) (by decide) (by decide) (by decide) (by decide)
end
section
open Turing PCP PCP.AlphabetTable FinalCNFTableAdapter
def emittedBytes (plan : Plan) (table : GraphTables.Table) : List Bool :=
encodeWords [6 * table.vertices + 36864 * table.darts, 40960 * table.darts] ++
outputStream plan table (List.finRange table.darts)
noncomputable def rawBudget (plan : Plan) (table : GraphTables.Table) : Nat :=
headerTimePolynomial.eval (GraphTables.tableBits table).length +
table.darts * (rowTime plan (GraphTables.tableBits table).length + 1) + 1 +
(emittedBytes plan table).length + 1
structure RawRun (plan : Plan) (table : GraphTables.Table) where
finalAmbient : Ambient
finalTapes : Tape → List Bool
execution : StateTransition.EvalsToInTime (machine headerPlan plan).step
(initList (machine headerPlan plan) (GraphTables.tableBits table))
(some ⟨none, ((finalAmbient, ()), none), finalTapes⟩) (rawBudget plan table)
output : finalTapes .output = emittedBytes plan table
theorem header_loopInvariant (_plan : Plan) (table : GraphTables.Table) :
LoopInvariant table 0 (headerResultTapes table.vertices table.darts
(tableRowsBits (genericTable table))) := by
constructor
· rw [headerResultTapes_input, inputStream_remaining_zero]
· rw [headerResultTapes_archive]
exact (tableBits_header_rows (genericTable table)).symm.trans (genericTable_tableBits table)
· rfl
· rfl
· exact headerResultTapes_rowIndex _ _ _
· rfl
· rfl
· rfl
· rfl
noncomputable def rawRun (plan : Plan) (table : GraphTables.Table) : RawRun plan table := by
let base := headerResultTapes table.vertices table.darts (tableRowsBits (genericTable table))
let ambient : Ambient := ((), fun _ => false)
have headerRun : StateTransition.EvalsToInTime (machine headerPlan plan).step
(initList (machine headerPlan plan) (GraphTables.tableBits table))
(some ⟨some .guard, ((ambient, ()), none), base⟩)
(headerTimePolynomial.eval (GraphTables.tableBits table).length) := by
simpa only [genericTable_tableBits, genericTable_vertices, genericTable_darts, base, ambient]
using initializedTableHeaderInTime plan (genericTable table)
let loop := loopInTime headerPlan plan table table.darts 0 (by omega)
base ambient (header_loopInvariant plan table)
have acc : loop.finalTapes .accumulator = (emittedBytes plan table).reverse := by
rw [loop.accumulator]
simp only [remainingEvents_zero, base, headerResultTapes_accumulator, emittedBytes,
List.reverse_append]
have out : loop.finalTapes .output = [] := by
rw [loop.output]
rfl
let finalTapes := Reduction.MachineTransfer.tapesAt Tape.accumulator Tape.output
loop.finalTapes [] (emittedBytes plan table)
have finish : StateTransition.EvalsToInTime (machine headerPlan plan).step
⟨some .reverseOutput, ((loop.finalAmbient, ()), none), loop.finalTapes⟩
(some ⟨none, ((loop.finalAmbient, ()), none), finalTapes⟩)
((emittedBytes plan table).length + 1) := by
have run := Reduction.MachineTransfer.transferAtInTime Tape.accumulator Tape.output
(by decide) id false .reverseOutput none (program headerPlan plan) rfl
loop.finalTapes (loop.finalAmbient, ()) none
simpa only [acc, out, List.reverse_reverse, List.length_reverse, List.map_id,
List.append_nil, finalTapes, machine, FinTM2.step] using! run
let first := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ headerRun loop.execution
let run := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ first finish
exact {
finalAmbient := loop.finalAmbient
finalTapes := finalTapes
execution := {
toEvalsTo := run.toEvalsTo
steps_le_m := by
have hb := run.steps_le_m
unfold rawBudget
omega }
output := by simp [finalTapes, Reduction.MachineTransfer.tapesAt] }
end
section
open PCP PCP.AlphabetTable
def formulaHeader (table : GraphTables.Table) : List Bool :=
encodeWords [6 * table.vertices + 36864 * table.darts, 40960 * table.darts]
theorem formulaHeader_eq (table : GraphTables.Table) :
formulaHeader table = encodeWords [(FinalTableFormula.output table).variables,
(FinalTableFormula.output table).clauses.length] := by
simp only [formulaHeader, FinalTableFormula.variable_count, FinalTableFormula.clause_count,
Nat.mul_comm]
theorem headerPlan_eq_formulaHeader (table : GraphTables.Table) (tail head row : Nat)
(ambient : Ambient) :
headerPlan.flatMap (Emitter.commandBits
(values table.vertices table.darts tail head row) ambient) = formulaHeader table :=
headerPlan_bits table.vertices table.darts tail head row ambient
theorem outputStream_eq_clauseBits (table : GraphTables.Table) :
outputStream rowPlan table (List.finRange table.darts) =
encodeWords ((FinalTableFormula.output table).clauses.flatMap Complexity.clauseWords) := by
calc
_ = (List.finRange table.darts).flatMap (fun e =>
encodeWords ((VerifierToCNF.eventBlock (FinalCNFPattern.tableVerifier table)
(by decide) e).flatMap Complexity.clauseWords)) := by
apply List.flatMap_congr
intro e he
exact rowPlan_bits table e
_ = encodeWords ((List.finRange table.darts).flatMap (fun e =>
(VerifierToCNF.eventBlock (FinalCNFPattern.tableVerifier table)
(by decide) e).flatMap Complexity.clauseWords)) :=
(encodeWords_flatMap _ _).symm
_ = _ := by
congr 1
rw [← List.flatMap_assoc]
rfl
theorem header_append_outputStream (table : GraphTables.Table) :
formulaHeader table ++ outputStream rowPlan table (List.finRange table.darts) =
formulaBits (FinalTableFormula.output table) := by
rw [formulaHeader_eq, outputStream_eq_clauseBits]
exact (encodeWords_append _ _).symm
theorem emitted_output_eq (table : GraphTables.Table) (tail head row : Nat)
(ambient : Ambient) :
headerPlan.flatMap (Emitter.commandBits
(values table.vertices table.darts tail head row) ambient) ++
outputStream rowPlan table (List.finRange table.darts) =
formulaBits (FinalTableFormula.output table) := by
rw [headerPlan_eq_formulaHeader]
exact header_append_outputStream table
theorem reversed_accumulator_output (table : GraphTables.Table) :
(formulaHeader table ++ outputStream rowPlan table (List.finRange table.darts)).reverse.reverse =
formulaBits (FinalTableFormula.output table) := by
rw [List.reverse_reverse, header_append_outputStream]
theorem accumulator_length_bound (table : GraphTables.Table) :
(formulaHeader table ++ outputStream rowPlan table (List.finRange table.darts)).reverse.length ≤
FinalTableFormula.sizePolynomial.eval (GraphTables.tableBits table).length := by
rw [List.length_reverse, header_append_outputStream]
exact FinalTableFormula.formulaBits_length_le_polynomial table
end
section
open PCP
noncomputable def rowTimePolynomial : Polynomial Nat :=
Polynomial.C 860160 * (Polynomial.C 3 * (Polynomial.X + Polynomial.C 1) + Polynomial.C 3) +
Polynomial.C 12 * Polynomial.X + Polynomial.C 15
theorem rowTimePolynomial_eval (N : Nat) :
rowTimePolynomial.eval N = rowTime rowPlan N := by
simp only [rowTimePolynomial, Polynomial.eval_add, Polynomial.eval_mul,
Polynomial.eval_C, Polynomial.eval_X, rowTime, rowPlan_length]
theorem rowTime_expanded (N : Nat) : rowTime rowPlan N = 2580492 * N + 5160975 := by
rw [rowTime, rowPlan_length]
omega
noncomputable def phaseTimePolynomial : Polynomial Nat :=
headerTimePolynomial +
(Polynomial.X * (rowTimePolynomial + Polynomial.C 1) + Polynomial.C 1) +
(FinalTableFormula.sizePolynomial + Polynomial.C 1)
theorem phaseTimePolynomial_eval (N : Nat) :
phaseTimePolynomial.eval N =
headerTimePolynomial.eval N + (N * (rowTime rowPlan N + 1) + 1) +
(FinalTableFormula.sizePolynomial.eval N + 1) := by
simp only [phaseTimePolynomial, Polynomial.eval_add, Polynomial.eval_mul,
Polynomial.eval_C, Polynomial.eval_X, rowTimePolynomial_eval]
theorem phaseTimePolynomial_eval_expanded (N : Nat) :
phaseTimePolynomial.eval N = 4532428812 * N ^ 2 + 5484585 * N + 56 := by
rw [phaseTimePolynomial_eval, headerTimePolynomial_eval, rowTime_expanded,
FinalTableFormula.sizePolynomial_eval]
ring
theorem phaseTime_le {N rows outputLength : Nat} (rowBound : rows ≤ N)
(outputBound : outputLength ≤ FinalTableFormula.sizePolynomial.eval N) :
headerTimePolynomial.eval N + (rows * (rowTime rowPlan N + 1) + 1) +
(outputLength + 1) ≤ phaseTimePolynomial.eval N := by
have hrows := Nat.mul_le_mul_right (rowTime rowPlan N + 1) rowBound
rw [phaseTimePolynomial_eval]
omega
theorem table_phaseTime_le (table : GraphTables.Table) :
headerTimePolynomial.eval (GraphTables.tableBits table).length +
(table.darts * (rowTime rowPlan (GraphTables.tableBits table).length + 1) + 1) +
((formulaBits (FinalTableFormula.output table)).length + 1) ≤
phaseTimePolynomial.eval (GraphTables.tableBits table).length :=
phaseTime_le (GraphTables.darts_le_tableBits_length table)
(FinalTableFormula.formulaBits_length_le_polynomial table)
noncomputable def finalTimePolynomial (C : Nat) : Polynomial Nat :=
phaseTimePolynomial + Polynomial.C 12 *
(Polynomial.X + phaseTimePolynomial * Polynomial.C C + Polynomial.C 1) + Polynomial.C 1
theorem finalTimePolynomial_eval (C N : Nat) :
(finalTimePolynomial C).eval N = phaseTimePolynomial.eval N +
12 * (N + phaseTimePolynomial.eval N * C + 1) + 1 := by
simp only [finalTimePolynomial, Polynomial.eval_add, Polynomial.eval_mul,
Polynomial.eval_C, Polynomial.eval_X]
theorem finalTime_le (C N workLength : Nat)
(workBound : workLength ≤ N + phaseTimePolynomial.eval N * C) :
phaseTimePolynomial.eval N + 12 * (workLength + 1) + 1 ≤
(finalTimePolynomial C).eval N := by
have h := Nat.mul_le_mul_left 12 (Nat.add_le_add_right workBound 1)
rw [finalTimePolynomial_eval]
omega
end
open Turing PCP
theorem emittedBytes_eq_formulaBits (table : GraphTables.Table) :
emittedBytes rowPlan table = formulaBits (FinalTableFormula.output table) :=
header_append_outputStream table
theorem rawBudget_le_phaseTime (table : GraphTables.Table) :
rawBudget rowPlan table ≤ phaseTimePolynomial.eval (GraphTables.tableBits table).length := by
unfold rawBudget
rw [emittedBytes_eq_formulaBits]
simpa only [Nat.add_assoc] using table_phaseTime_le table
noncomputable def computableInPolyTime :
TM2ComputableInPolyTime GraphTables.tableBits formulaBits FinalTableFormula.output where
tm := FinalCNFCleanup.completedMachine headerPlan rowPlan
inputAlphabet := Equiv.refl Bool
outputAlphabet := Equiv.refl Bool
time := finalTimePolynomial (Runtime.programPushBound (machine headerPlan rowPlan))
outputsFun table := by
let tm := FinalCNFCleanup.completedMachine headerPlan rowPlan
let input : List (tm.Γ tm.k₀) := GraphTables.tableBits table
let output : List (tm.Γ tm.k₁) := formulaBits (FinalTableFormula.output table)
change TM2OutputsInTime tm (input.map id) (some (output.map id))
((finalTimePolynomial (Runtime.programPushBound (machine headerPlan rowPlan))).eval
(GraphTables.tableBits table).length)
rw [List.map_id, List.map_id]
rw [finalTimePolynomial_eval]
let raw := rawRun rowPlan table
let bounded : StateTransition.EvalsToInTime (machine headerPlan rowPlan).step
(initList (machine headerPlan rowPlan) (GraphTables.tableBits table))
(some ⟨none, ((raw.finalAmbient, ()), none), raw.finalTapes⟩)
(phaseTimePolynomial.eval (GraphTables.tableBits table).length) := {
toEvalsTo := raw.execution.toEvalsTo
steps_le_m := raw.execution.steps_le_m.trans (rawBudget_le_phaseTime table) }
have correct : raw.finalTapes .output = formulaBits (FinalTableFormula.output table) :=
raw.output.trans (emittedBytes_eq_formulaBits table)
have run := FinalCNFCleanup.outputsInTime headerPlan rowPlan
(GraphTables.tableBits table) (formulaBits (FinalTableFormula.output table))
((raw.finalAmbient, ()), none) raw.finalTapes
(phaseTimePolynomial.eval (GraphTables.tableBits table).length) bounded correct
exact run
end BinPackingGames.Foundations.Complexity.FinalCNFMachine.Program
namespace BinPackingGames.Foundations.Complexity.MachineTableIteration
open Turing PCP RoundTables GraphIterationBounds
def finalTable (H : BaseTable) (input : Input) : GraphTables.Table :=
TableIteration.runTables H (count input) input.val
noncomputable def counterCertificate : TM2ComputableInPolyTime inputBits countedBits (id : Input → Input) where
toTM2ComputableAux := GraphCounterPrefix.computableInPolyTime.toTM2ComputableAux
time := GraphCounterPrefix.computableInPolyTime.time
outputsFun input := GraphCounterPrefix.computableInPolyTime.outputsFun input.val
variable (H : BaseTable)
(body : TM2ComputableInPolyTime GraphTables.tableBits GraphTables.tableBits (build H))
noncomputable def countedCertificate :
TM2ComputableInPolyTime countedBits GraphTables.tableBits (finalTable H) where
tm := MachineRepeat.machine body.tm body.inputAlphabet body.outputAlphabet
inputAlphabet := body.inputAlphabet
outputAlphabet := body.inputAlphabet
time := runtimePolynomial body.time
outputsFun input := by
let budgets := fun i => body.time.eval (words H input i).length
have runs (i : Nat) (_hi : i < count input) :
TM2OutputsInTime body.tm ((words H input i).map body.inputAlphabet.symm)
(some ((words H input (i + 1)).map body.outputAlphabet.symm)) (budgets i) := by
exact body.outputsFun (TableIteration.runTables H i input.val)
let run := MachineRepeat.executeSequence body.tm body.inputAlphabet body.outputAlphabet
(count input) (words H input) budgets runs
have start : encodeWord (count input) ++ words H input 0 = countedBits input := rfl
have finish : words H input (count input) = GraphTables.tableBits (finalTable H input) := rfl
rw [start, finish] at run
refine { toEvalsTo := run.toEvalsTo, steps_le_m := ?_ }
let N := (countedBits input).length
let L := lengthPolynomial.eval N
let B := body.time.eval L
have hl (i : Nat) (hi : i ≤ count input) : (words H input i).length ≤ L :=
intermediate_bits H input i hi
have hb (i : Nat) (hi : i < count input) : budgets i ≤ B :=
MachineComposition.natPolynomial_eval_mono body.time (hl i hi.le)
have hloop := MachineRepeat.loopBudget_le (count input) (words H input) budgets B L hb hl
have hc : count input ≤ N + 1 := count_le input
rw [runtimePolynomial_eval]
calc
run.steps ≤ count input + 1 + MachineRepeat.loopBudget (count input) (words H input) budgets :=
run.steps_le_m
_ ≤ count input + 1 + (count input * (B + 2 * L + 3) + 2 * L + 3) :=
Nat.add_le_add_left hloop _
_ = count input * (B + 2 * L + 4) + 2 * L + 4 := by ring
_ ≤ (N + 1) * (B + 2 * L + 4) + 2 * L + 4 :=
Nat.add_le_add_right (Nat.add_le_add_right (Nat.mul_le_mul_right _ hc) _) _
noncomputable def computableInPolyTime :
TM2ComputableInPolyTime inputBits GraphTables.tableBits (finalTable H) :=
MachineSequential.composeBits counterCertificate (countedCertificate H body)
noncomputable def initialCertificate :
TM2ComputableInPolyTime formulaBits inputBits initial where
toTM2ComputableAux := MachineRawInitialTable.computableInPolyTime.toTM2ComputableAux
time := MachineRawInitialTable.computableInPolyTime.time
outputsFun F := MachineRawInitialTable.computableInPolyTime.outputsFun F
noncomputable def tableCertificate :
TM2ComputableInPolyTime formulaBits GraphTables.tableBits (TableIteration.outputTable H) := by
change TM2ComputableInPolyTime formulaBits GraphTables.tableBits
(fun F => finalTable H (initial F))
exact MachineSequential.composeBits (f := initial) (g := finalTable H)
initialCertificate (computableInPolyTime H body)
noncomputable def gapMapCertificate :
TM2ComputableInPolyTime formulaBits formulaBits (TableIteration.gapMap H) :=
MachineSequential.composeBits (f := TableIteration.outputTable H) (g := FinalTableFormula.output)
(tableCertificate H body)
FinalCNFMachine.Program.computableInPolyTime
end BinPackingGames.Foundations.Complexity.MachineTableIteration
namespace BinPackingGames.Foundations.Complexity.TableIterationFiniteAlphabet
open PCP MachineFiniteAlphabet
theorem initial : FiniteAlphabet MachineRawInitialTable.computableInPolyTime.tm := by
intro k
change Finite Bool
infer_instance
theorem finalCNF : FiniteAlphabet FinalCNFMachine.Program.computableInPolyTime.tm := by
intro k
change Finite Bool
infer_instance
theorem counter : FiniteAlphabet MachineTableIteration.counterCertificate.tm := by
intro k
change Finite Bool
infer_instance
variable (H : RoundTables.BaseTable)
(body : Turing.TM2ComputableInPolyTime GraphTables.tableBits GraphTables.tableBits
(RoundTables.build H))
(finiteBody : FiniteAlphabet body.tm)
include finiteBody
theorem counted : FiniteAlphabet (MachineTableIteration.countedCertificate H body).tm :=
repeat_machine body.tm body.inputAlphabet body.outputAlphabet finiteBody
theorem iteration : FiniteAlphabet (MachineTableIteration.computableInPolyTime H body).tm :=
composeBits MachineTableIteration.counterCertificate
(MachineTableIteration.countedCertificate H body) counter (counted H body finiteBody)
theorem table : FiniteAlphabet (MachineTableIteration.tableCertificate H body).tm :=
composeBits MachineTableIteration.initialCertificate
(MachineTableIteration.computableInPolyTime H body) initial (iteration H body finiteBody)
theorem gapMap : FiniteAlphabet (MachineTableIteration.gapMapCertificate H body).tm :=
composeBits (MachineTableIteration.tableCertificate H body)
FinalCNFMachine.Program.computableInPolyTime (table H body finiteBody) finalCNF
end BinPackingGames.Foundations.Complexity.TableIterationFiniteAlphabet
end OAI