openAI-math-dataset / lean /OAI /Computability /BinPacking /Computation /TableIterationFiniteAlphabet.lean
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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 | |