Download lean/OAI/Computability/LoopMatching/CountedParser.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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3.41 kB
| import OAI.Computability.LoopMatching.Model | |
| import OAI.Computability.MatchingCount.BinaryParser | |
| namespace OAI | |
| /-! Polynomial-time approximation of weighted matchings with singleton loops. -/ | |
| namespace LoopMatching.InputMachine | |
| open BinaryMatching BinaryMatching.StackCode Polynomial | |
| def countedRecords (k : ℕ) (l : List Bool) : List Bool × List Parse.RecordBits := | |
| Parse.recordStep^[k] (l,[]) | |
| lemma recordStep_records_suffix (rs : List BinaryMatching.Record) | |
| (suffix : List Bool) (acc : List Parse.RecordBits) : | |
| Parse.recordStep^[rs.length] (rs.flatMap encodeRecord ++ suffix,acc) = | |
| (suffix,acc ++ rs.map Parse.recordRepr) := by | |
| induction rs generalizing acc with | |
| | nil => simp | |
| | cons r rs ih => | |
| rw [List.length_cons,Function.iterate_succ_apply,List.flatMap_cons, | |
| List.append_assoc,Parse.recordStep_encode,ih] | |
| simp [List.append_assoc] | |
| lemma countedRecords_encoded (rs : List BinaryMatching.Record) (suffix : List Bool) : | |
| countedRecords rs.length (rs.flatMap encodeRecord ++ suffix) = | |
| (suffix,rs.map Parse.recordRepr) := by | |
| simpa only [countedRecords,List.nil_append] using | |
| recordStep_records_suffix rs suffix [] | |
| @[fun_prop] theorem countedRecords_poly : | |
| Poly (fun z : ℕ × List Bool => countedRecords z.1 z.2) := by | |
| have hs : Poly Parse.recordStep := by unfold Parse.recordStep; fun_prop | |
| have hi := Poly.boundedIterate Parse.recordStep hs (100*(X+1)^2) (by | |
| intro z j hj | |
| obtain ⟨h₁,h₂⟩ := Parse.recordStep_iterate_size j z.2 | |
| have he : (encode (Parse.recordStep^[j] z.2)).length ≤ | |
| 6*z.2.1.length+(encode z.2.2).length+j*(40*z.2.1.length+21)+1 := by | |
| simp only [code_pair_length,cut_code_length] | |
| omega | |
| have hl : z.2.1.length≤(encode z).length := by | |
| simp only [code_pair_length,code_nat_length,cut_code_length]; omega | |
| have hk : j≤(encode z).length := by | |
| simp only [code_pair_length,code_nat_length]; omega | |
| have ha : (encode z.2.2).length≤(encode z).length := by | |
| simp only [code_pair_length]; omega | |
| have hm := Nat.mul_le_mul hk hl | |
| simp only [eval_mul,eval_ofNat,eval_pow,eval_add,eval_X,eval_one] | |
| nlinarith) | |
| exact Poly.comp _ (fun z : ℕ × List Bool => (z.1,(z.2,([]:List Parse.RecordBits)))) | |
| hi (by fun_prop) | |
| def ordinaryPrefix (l : List Bool) : List Bool × (List Bool × List Parse.RecordBits) := | |
| let n := Parse.numeral l | |
| let r := Parse.numeral n.2 | |
| (n.1,countedRecords (Parse.boundedValue l.length r.1) r.2) | |
| @[fun_prop] theorem ordinaryPrefix_poly : Poly ordinaryPrefix := by | |
| unfold ordinaryPrefix | |
| fun_prop | |
| lemma ordinaryPrefix_encoded (G : LoopMatching.Input) : | |
| ordinaryPrefix (LoopMatching.encodeInput G) = | |
| (G.n.bits,(encodeNat G.loops.length ++ G.loops.flatMap encodeLoopRecord, | |
| G.ordinary.records.map Parse.recordRepr)) := by | |
| have hr := Parse.records_length_le_bits G.ordinary.records | |
| have hbound : G.ordinary.records.length ≤ (LoopMatching.encodeInput G).length := by | |
| simp only [LoopMatching.encodeInput,BinaryMatching.encodeInput,List.length_append] | |
| omega | |
| unfold ordinaryPrefix LoopMatching.encodeInput BinaryMatching.encodeInput | |
| simp only [List.append_assoc,Parse.numeral_encode,Parse.boundedValue_bits] | |
| simp only [LoopMatching.encodeInput,BinaryMatching.encodeInput,List.append_assoc] at hbound | |
| rw [min_eq_right hbound,countedRecords_encoded] | |
| end LoopMatching.InputMachine | |
| end OAI | |