import Mathlib import OAI.Computability.DeterministicSum.WordArithmetic import OAI.Computability.DeterministicSum.PrunedTree namespace OAI /-! Instruction-level prefix enumeration and bounded level traversal. -/ namespace DeterministicThreeSum.Structured.Pruned open Command DeterministicThreeSum.Pruned def Stored (s : Data) (P : ℕ) (l : List Node) : Prop := ∀ i (hi : i p.2+A.weight v≤D)).map (next A p) lemma accepted_length (A : Alphabet) (D : ℕ) (p : Node) (vs : List ℕ) : (accepted A D p vs).length≤vs.length := by simpa [accepted] using List.length_filter_le (fun v => decide (p.2+A.weight v≤D)) vs lemma accepted_cons (A : Alphabet) (D : ℕ) (p : Node) (v : ℕ) (vs : List ℕ) : accepted A D p (v::vs)=(if p.2+A.weight v≤D then [next A p v] else [])++accepted A D p vs := by simp only [accepted,List.filter_cons] split <;> simp_all def childrenCode (A : Alphabet) : List ℕ → Command | [] => .skip | v::vs => .seq (tryDigit A.radix v (A.weight v)) (childrenCode A vs) theorem childrenCode_correct {w D P : ℕ} (A : Alphabet) (s : Data) (l : List Node) (p : Node) (vs : List ℕ) (hW : 2 exact ⟨0,s,Eval.skip s,by simp,by simp,by simpa [accepted] using h6,by simpa [accepted] using hm,by simp⟩ | cons v vs ih => have hv : v∈v::vs := by simp obtain ⟨c,t,et,hct,hframe,ht,hm',hout⟩:=tryDigit_correct s l hW hr ((hvs v hv).trans hr) (by simp only [List.length_cons] at hP; omega) (hc v hv) hc' (hd v hv) hD h2 h3 h6 h8 h9 hm let l' := l++(if p.2+A.weight v≤D then [next A p v] else []) have hl' : l'.length≤l.length+1 := by dsimp [l']; split_ifs <;> simp have hl : l.length≤l'.length := by dsimp [l']; simp have ht' : t.registers 6=l'.length := ht have hm'' : Stored t P l' := hm' have hP' : P+2*(l'.length+vs.length)+1 simp [childrenCode,Command.writes] | cons v vs ih => simp [childrenCode,Command.writes,tryDigit_writes,Finset.insert_subset_iff,ih] def expandStep (A : Alphabet) : Command := .seq loadPrefix (childrenCode A (List.range A.radix)) lemma expandStep_writes (A : Alphabet) : (expandStep A).writes⊆({6,8,9,10,11,12}:Finset ℕ) := by intro j hj simp only [expandStep,Command.writes,Finset.mem_union] at hj rcases hj with hj|hj · simp [loadPrefix,straight_writes,Atom.writes] at hj simp only [Finset.mem_insert,Finset.mem_singleton] omega · have h:=childrenCode_writes A (List.range A.radix) hj simp only [Finset.mem_insert,Finset.mem_singleton] at h ⊢ omega theorem expandStep_correct {w D P S i : ℕ} (A : Alphabet) (s : Data) (l : List Node) (p : Node) (hW : 2 (∀ j, j<8 → j≠0 → j≠6 → t.registers j=s.registers j) ∧ t.registers 0=i ∧ t.registers 6=(expand A D (l.take i)).length ∧ Stored t P (expand A D (l.take i)) ∧ Stored t S l ∧ (∀ a, (a

l | m+1,l => levels A D m (expand A D l) def banks (m P S : ℕ) : ℕ × ℕ := if Even m then (P,S) else (S,P) lemma banks_zero (P S : ℕ) : banks 0 P S=(P,S) := by simp [banks] lemma banks_succ (m P S : ℕ) : banks (m+1) P S=banks m S P := by simp only [banks,Nat.even_add_one] by_cases h : Even m <;> simp [h] def levelUpdate : Command := straight [ .assign 13 (.register 3), .assign 3 (.register 4), .assign 4 (.register 13), .assign 1 (.register 6), .assign 0 (.literal 0), .assign 6 (.literal 0), .binary 5 .sub (.register 5) (.literal 1)] def levelUpdateState (s : Data) (P S N m : ℕ) : Data := put (put (put (put (put (put (put s 13 P) 3 S) 4 P) 1 N) 0 0) 6 0) 5 m lemma levelUpdate_correct {w P S N m : ℕ} (s : Data) (hW : 2 < wordModulus w) (hP : P < wordModulus w) (hS : S < wordModulus w) (hN : N < wordModulus w) (hm : m+1 < wordModulus w) (h3 : s.registers 3=P) (h4 : s.registers 4=S) (h5 : s.registers 5=m+1) (h6 : s.registers 6=N) : Eval w levelUpdate s 7 (levelUpdateState s P S N m) := by have he : m+1+wordModulus w-1=m+wordModulus w := by omega apply straight_correct simp [levelUpdateState,execStraight,Atom.eval,operand_register,operand_literal, evalBinOp,put,h3,h4,h5,h6,Nat.mod_eq_of_lt hP,Nat.mod_eq_of_lt hS,Nat.mod_eq_of_lt hN, Nat.mod_eq_of_lt hm,Nat.mod_eq_of_lt (show m < wordModulus w by omega), Nat.mod_eq_of_lt (show 1 < wordModulus w by omega),he] def levelsCommand (A : Alphabet) : Command := .loop .lt (.literal 0) (.register 5) (.seq (expandLoop A) levelUpdate) def LevelRegs (s : Data) (D P S m N : ℕ) : Prop := s.registers 0=0 ∧ s.registers 1=N ∧ s.registers 2=D ∧ s.registers 3=P ∧ s.registers 4=S ∧ s.registers 5=m ∧ s.registers 6=0 theorem levelsCommand_correct {w D K : ℕ} (A : Alphabet) (m : ℕ) (hW : 2 < wordModulus w) (hr : 0 < A.radix) (hrW : A.radix < wordModulus w) (hD : D < wordModulus w) (hm : m < wordModulus w) : ∀ (s : Data) (l : List Node) (P S : ℕ), P+2*K*A.radix+1 < wordModulus w → S+2*K*A.radix+1 < wordModulus w → (P+2*K*A.radix ≤ S ∨ S+2*K*A.radix ≤ P) → (∀ i, i ≤ m → (levels A D i l).length ≤ K) → (∀ i, i < m → ∀ p∈levels A D i l, ∀ v, v < A.radix → p.1*A.radix+v < wordModulus w) → (∀ i, i < m → ∀ p∈levels A D i l, p.1 < wordModulus w) → (∀ i, i < m → ∀ p∈levels A D i l, ∀ v, v < A.radix → p.2+A.weight v < wordModulus w) → LevelRegs s D P S m l.length → Stored s S l → ∃ cost t, Eval w (levelsCommand A) s cost t ∧ cost ≤ m*((11*A.radix+8)*K+10)+1 ∧ LevelRegs t D (banks m P S).1 (banks m P S).2 0 (levels A D m l).length ∧ Stored t (banks m P S).2 (levels A D m l) ∧ (∀ a, (a < P ∨ P+2*K*A.radix ≤ a) → (a < S ∨ S+2*K*A.radix ≤ a) → t.memory a=s.memory a) := by induction m with | zero => intro s l P S hP hS hdis hlen hc hc' hd hreg hmem have ht : test w s .lt (.literal 0) (.register 5)=false := by simp [test,operand_literal,operand_register,evalTest,hreg.2.2.2.2.2.1] exact ⟨1,s,Eval.loopFalse ht,by simp,by simpa [levels,banks_zero] using hreg, by simpa [levels,banks_zero] using hmem,by simp⟩ | succ m ih => intro s l P S hP hS hdis hlen hc hc' hd hreg hmem simp only [Nat.mul_assoc] at hP hS hdis have hlt : l.length ≤ K := hlen 0 (by omega) have hKr : K ≤ K*A.radix := by simpa using Nat.mul_le_mul_left K hr have hlr : l.length*A.radix ≤ K*A.radix := Nat.mul_le_mul_right A.radix hlt have ht : test w s .lt (.literal 0) (.register 5)=true := by simp [test,operand_literal,operand_register,evalTest,hreg.2.2.2.2.2.1,Nat.mod_eq_of_lt hm] obtain ⟨c,u,eu,hcost,hframe,hi,hu,hmu,hout⟩:=expandLoop_correct A s l hW hrW (by nlinarith only [hP,hlr]) (by nlinarith only [hS,hlt,hKr]) (by omega) (hc 0 (by omega)) (hc' 0 (by omega)) (hd 0 (by omega)) hD hreg.1 hreg.2.1 hreg.2.2.1 hreg.2.2.2.1 hreg.2.2.2.2.1 hreg.2.2.2.2.2.2 hmem have hnew : (expand A D l).length ≤ K := by simpa [levels] using hlen 1 (by omega) have h3 : u.registers 3=P := (hframe 3 (by omega) (by omega) (by omega)).trans hreg.2.2.2.1 have h4 : u.registers 4=S := (hframe 4 (by omega) (by omega) (by omega)).trans hreg.2.2.2.2.1 have h5 : u.registers 5=m+1 := (hframe 5 (by omega) (by omega) (by omega)).trans hreg.2.2.2.2.2.1 have eupdate:=levelUpdate_correct u hW (by omega) (by omega) (by omega) hm h3 h4 h5 hu let v:=levelUpdateState u P S (expand A D l).length m have hregv : LevelRegs v D S P m (expand A D l).length := by have h2 : u.registers 2=D := (hframe 2 (by omega) (by omega) (by omega)).trans hreg.2.2.1 simp [v,levelUpdateState,LevelRegs,put,h2] obtain ⟨c',t,et,hcost',hregt,hmt,hout'⟩:=ih (by omega) v (expand A D l) S P (by simpa [Nat.mul_assoc] using hS) (by simpa [Nat.mul_assoc] using hP) (by simpa [Nat.mul_assoc] using Or.symm hdis) (by intro i hi; exact hlen (i+1) (by omega)) (by intro i hi; exact hc (i+1) (by omega)) (by intro i hi; exact hc' (i+1) (by omega)) (by intro i hi; exact hd (i+1) (by omega)) hregv (by simpa [v,levelUpdateState,put,Stored] using hmu) refine ⟨1+(c+7)+1+c',t,Eval.loopTrue ht (Eval.seq eu eupdate) et,?_,?_,?_,?_⟩ · have hh : c ≤ (11*A.radix+8)*K+1 := hcost.trans (by gcongr) nlinarith only [hh,hcost'] · simpa only [banks_succ,levels] using hregt · simpa only [banks_succ,levels] using hmt · intro a ha hb rw [hout' a hb ha] simp only [Nat.mul_assoc] at ha exact hout a (by omega) end DeterministicThreeSum.Structured.Pruned namespace DeterministicThreeSum.Pruned def scalarAlphabet (q : ℕ) : Alphabet := ⟨q,id⟩ lemma volume_append (front back : List Alphabet) : volume (front++back)=volume back*volume front := by induction front with | nil => simp [volume] | cons A rest ih => simp [volume,ih,Nat.mul_assoc] lemma volume_replicate (A : Alphabet) (t : ℕ) : volume (List.replicate t A)=A.radix^t := by induction t with | zero => rfl | succ t ih => simp [List.replicate_succ,volume,ih,pow_succ] lemma volume_pos (shape : List Alphabet) (h : ∀ A∈shape, 0 < A.radix) : 0 < volume shape := by induction shape with | nil => decide | cons A rest ih => exact Nat.mul_pos (ih (by intro B hB; exact h B (by simp [hB]))) (h A (by simp)) end DeterministicThreeSum.Pruned namespace DeterministicThreeSum.Structured.Pruned open Command DeterministicThreeSum.Pruned lemma levels_enumerate (A : Alphabet) (D i : ℕ) (rest : List Alphabet) : levels A D i (enumerate D rest)=enumerate D (List.replicate i A++rest) := by induction i generalizing rest with | zero => rfl | succ i ih => rw [levels] change levels A D i (enumerate D (A::rest))=_ rw [ih,List.replicate_succ'] simp lemma levelsCommand_writes (A : Alphabet) : (levelsCommand A).writes⊆Finset.range 14 := by intro r hr simp only [levelsCommand,expandLoop,expandStep,loadPrefix,levelUpdate,Command.writes, straight_writes] at hr have hc := childrenCode_writes A (List.range A.radix) simp only [List.foldr_cons,List.foldr_nil,Atom.writes,Finset.mem_union,Finset.mem_singleton, Finset.notMem_empty,or_false] at hr rcases hr with ((hr|hr)|hr)|hr · rcases hr with rfl|rfl|rfl|rfl|rfl <;> decide · have hh:=hc hr simp only [Finset.mem_insert,Finset.mem_singleton] at hh rcases hh with rfl|rfl|rfl|rfl <;> decide · subst r; decide · rcases hr with rfl|rfl|rfl|rfl|rfl|rfl|rfl <;> decide lemma volume_prefix_le (front back : List Alphabet) (h : ∀ A∈front, 0 < A.radix) : volume back ≤ volume (front++back) := by rw [volume_append] exact le_mul_of_one_le_right (Nat.zero_le _) (volume_pos front h) lemma repeat_remaining (A : Alphabet) {i t : ℕ} (hi : i≤t) (rest : List Alphabet) : List.replicate t A++rest=List.replicate (t-i) A++(List.replicate i A++rest) := by rw [←List.append_assoc,←List.replicate_add,Nat.sub_add_cancel hi] theorem levelsEnumerate_correct {w D K P S t W : ℕ} (A : Alphabet) (rest : List Alphabet) (s : Data) (hW : 2 < wordModulus w) (hA : 0 < A.radix) (hAw : A.radix < wordModulus w) (hzero : A.weight 0=0) (hweight : ∀ v, v < A.radix → A.weight v≤W) (hrest : ∀ B∈rest, 0 < B.radix) (hD : D+W < wordModulus w) (ht : t < wordModulus w) (hP : P+2*K*A.radix+1 < wordModulus w) (hS : S+2*K*A.radix+1 < wordModulus w) (hdis : P+2*K*A.radix≤S ∨ S+2*K*A.radix≤P) (hK : (enumerate D (List.replicate t A++rest)).length≤K) (hV : volume (List.replicate t A++rest)*A.radix < wordModulus w) (hregs : LevelRegs s D P S t (enumerate D rest).length) (hmem : Stored s S (enumerate D rest)) : ∃ cost z, Eval w (levelsCommand A) s cost z ∧ cost≤t*((11*A.radix+8)*K+10)+1 ∧ LevelRegs z D (banks t P S).1 (banks t P S).2 0 (enumerate D (List.replicate t A++rest)).length ∧ Stored z (banks t P S).2 (enumerate D (List.replicate t A++rest)) ∧ (∀ a, (a < P ∨ P+2*K*A.radix≤a) → (a < S ∨ S+2*K*A.radix≤a) → z.memory a=s.memory a) := by have hp (i : ℕ) : ∀ B∈List.replicate i A++rest, 0 < B.radix := by intro B hB rcases List.mem_append.mp hB with hB|hB · obtain ⟨_,rfl⟩:=List.mem_replicate.mp hB; exact hA · exact hrest B hB have hv (i : ℕ) (hi : i≤t) : volume (List.replicate i A++rest)≤volume (List.replicate t A++rest) := by rw [repeat_remaining A hi] exact volume_prefix_le _ _ (by intro B hB; obtain ⟨_,rfl⟩:=List.mem_replicate.mp hB; exact hA) have hkeys (i : ℕ) (p : Node) (hpm : p∈levels A D i (enumerate D rest)) : p.1 < volume (List.replicate i A++rest) ∧ p.2≤D := by rw [levels_enumerate] at hpm have hh:=(enumerate_child D _ (hp i) p).mp hpm exact ⟨hh.1,hh.2.2⟩ obtain ⟨c,z,he,hc,hz,hm,ho⟩:=levelsCommand_correct (K:=K) A t hW hA hAw (by omega) ht s (enumerate D rest) P S hP hS hdis (by intro i hi rw [levels_enumerate] apply le_trans _ hK rw [repeat_remaining A hi] exact length_enumerate_suffix _ _ _ (by intro B hB; obtain ⟨_,rfl⟩:=List.mem_replicate.mp hB; exact hA) (by intro B hB; obtain ⟨_,rfl⟩:=List.mem_replicate.mp hB; exact hzero)) (by intro i hi p hpm v hvv have hkey:=(hkeys i p hpm).1 have hvol:=hv i hi.le have hcode : p.1*A.radix+v < volume (List.replicate t A++rest)*A.radix := by nlinarith only [Nat.mul_le_mul_right A.radix (show p.1+1≤volume (List.replicate t A++rest) by omega),hvv] exact hcode.trans hV) (by intro i hi p hpm have hk : p.1 < volume (List.replicate t A++rest) := (hkeys i p hpm).1.trans_le (hv i hi.le) exact hk.trans_le ((le_mul_of_one_le_right (Nat.zero_le _) hA).trans hV.le)) (by intro i hi p hpm v hv; have hk:=(hkeys i p hpm).2; have hw:=hweight v hv; omega) hregs hmem exact ⟨c,z,he,hc,by simpa only [levels_enumerate] using hz,by simpa only [levels_enumerate] using hm,ho⟩ end DeterministicThreeSum.Structured.Pruned end OAI