import OAI.LinearAlgebra.MatrixMultiplication.Numerical.AllFieldCertificatesReplay namespace OAI /-! Exact rational intervals, logarithm bounds and arithmetic circuit soundness. -/ namespace MatrixMultiplication.AllFieldCertificates.Replay def Op.refs : Op → List ℕ | .constant _ => [] | .add i j => [i,j] | .neg i => [i] | .mul i j => [i,j] | .inv i => [i] | .log i => [i] theorem Op.value_congr (op : Op) (v w : ℕ → ℝ) (h : ∀ j ∈ op.refs, v j = w j) : op.value v = op.value w := by cases op <;> simp_all [Op.refs, Op.value] theorem evalFrom_size (ops : List Op) (vs : Array ℝ) : (evalFrom ops vs).size = vs.size + ops.length := by induction ops generalizing vs with | nil => simp [evalFrom] | cons op ops ih => change (evalFrom ops (vs.push (op.value (fun i => vs[i]?.getD 0)))).size = _ rw [ih] simp only [Array.size_push, List.length_cons] omega theorem evalFrom_append_singleton (ops : List Op) (op : Op) (vs : Array ℝ) : evalFrom (ops ++ [op]) vs = (evalFrom ops vs).push (op.value (fun i => (evalFrom ops vs)[i]?.getD 0)) := by rw [evalFrom_append] rfl theorem evalFrom_get_closed (ops : List Op) (i : ℕ) (op : Op) (hget : ops[i]? = some op) (hdeps : ∀ j ∈ op.refs, j < i) : (evalFrom ops #[])[i]?.getD 0 = op.value (fun j => (evalFrom ops #[])[j]?.getD 0) := by induction ops using List.reverseRecOn with | nil => simp at hget | append_singleton ops last ih => have hs : (evalFrom ops #[]).size = ops.length := by simp [evalFrom_size] by_cases hi : i < ops.length · have hg : ops[i]? = some op := by simpa only [List.getElem?_append_left hi] using hget have old := ih hg rw [evalFrom_append_singleton] rw [Array.getElem?_push, ite_eq_right (by simpa only [hs] using (Nat.ne_of_lt hi))] rw [old] apply Op.value_congr intro j hj have hjlt : j < (evalFrom ops #[]).size := by rw [hs] exact (hdeps j hj).trans hi rw [Array.getElem?_push, ite_eq_right (Nat.ne_of_lt hjlt)] · have hbound : i < (ops ++ [last]).length := (List.getElem?_eq_some_iff.mp hget).choose have hei : i = ops.length := by simp only [List.length_append, List.length_singleton] at hbound omega subst i have heop : last = op := by simpa only [List.getElem?_append_right (le_refl ops.length), Nat.sub_self, List.getElem?_cons_zero, Option.some.injEq] using hget subst op rw [evalFrom_append_singleton] have hindex : ((evalFrom ops #[]).push (last.value (fun j => (evalFrom ops #[])[j]?.getD 0)))[ops.length]? = some (last.value (fun j => (evalFrom ops #[])[j]?.getD 0)) := by rw [← hs, Array.getElem?_push_size] rw [hindex, Option.getD_some] apply Op.value_congr intro j hj have hjlt : j < (evalFrom ops #[]).size := by rw [hs] exact hdeps j hj rw [Array.getElem?_push, ite_eq_right (Nat.ne_of_lt hjlt)] theorem Program.eval_get (p : Program) (i : ℕ) (op : Op) (hget : p[i]? = some op) (hdeps : ∀ j ∈ op.refs, j < i) : p.eval[i]?.getD 0 = op.value (fun j => p.eval[j]?.getD 0) := by have h := evalFrom_get_closed p.toList i op (by simpa using hget) hdeps simpa only [evalFrom, Array.foldl_toList, Program.eval] using h def Program.WellFormed (p : Program) : Prop := ∀ (i : ℕ) (op : Op), p[i]? = some op → ∀ j ∈ op.refs, j < i theorem Program.eval_get_of_wellFormed (p : Program) (hw : p.WellFormed) (i : ℕ) (op : Op) (hget : p[i]? = some op) : p.eval[i]?.getD 0 = op.value (fun j => p.eval[j]?.getD 0) := p.eval_get i op hget (hw i op hget) end MatrixMultiplication.AllFieldCertificates.Replay end OAI