Download lean/OAI/Computability/DepthThree/LanguageBitConvolution.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 3.45 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Computability/DepthThree/LanguageBitConvolution.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Computability/DepthThree/LanguageBitConvolution.lean
-
curl -L -o LanguageBitConvolution.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Computability/DepthThree/LanguageBitConvolution.lean
3.45 kB
| import OAI.Computability.DepthThree.LanguageBitWord | |
| import Mathlib.Algebra.BigOperators.Fin | |
| import Mathlib.Data.List.OfFn | |
| namespace OAI | |
| namespace DepthThreeLowerBound | |
| open scoped BigOperators | |
| def xorBits (xs : List Bool) : Bool := xs.foldr Bool.xor false | |
| @[simp] theorem xorBits_nil : xorBits [] = false := rfl | |
| @[simp] theorem xorBits_cons (x : Bool) (xs : List Bool) : | |
| xorBits (x :: xs) = Bool.xor x (xorBits xs) := rfl | |
| theorem bitValue_xorBits (xs : List Bool) : | |
| BinaryAlgebra.bitValue (xorBits xs) = (xs.map BinaryAlgebra.bitValue).sum := by | |
| induction xs with | |
| | nil => rfl | |
| | cons x xs ih => | |
| change BinaryAlgebra.bitValue (Bool.xor x (xorBits xs)) = | |
| BinaryAlgebra.bitValue x + (xs.map BinaryAlgebra.bitValue).sum | |
| rw [BinaryAlgebra.bitValue_xor, ih] | |
| theorem bitValue_xorBits_ofFn {n : ℕ} (f : Fin n → Bool) : | |
| BinaryAlgebra.bitValue (xorBits (List.ofFn f)) = | |
| ∑ i : Fin n, BinaryAlgebra.bitValue (f i) := by | |
| simp only [bitValue_xorBits, List.map_ofFn, List.sum_ofFn, Function.comp_apply] | |
| def wordConvolve {r s : ℕ} (a : BitWord r) (b : BitWord s) : BitWord (r + s) := | |
| fun k => xorBits (List.ofFn fun i : Fin r => | |
| xorBits (List.ofFn fun j : Fin s => | |
| if i.val + j.val = k.val then a i && b j else false)) | |
| theorem coeff_wordPoly_mul {r s : ℕ} (a : BitWord r) (b : BitWord s) (k : ℕ) : | |
| (wordPoly a * wordPoly b).coeff k = | |
| ∑ i : Fin r, ∑ j : Fin s, | |
| if i.val + j.val = k then | |
| BinaryAlgebra.bitValue (a i) * BinaryAlgebra.bitValue (b j) | |
| else 0 := by | |
| classical | |
| simp only [wordPoly, BinaryAlgebra.pack, Finset.sum_mul_sum, | |
| Polynomial.monomial_mul_monomial, Polynomial.finsetSum_coeff, | |
| Polynomial.coeff_monomial] | |
| theorem wordPoly_convolve {r s : ℕ} (a : BitWord r) (b : BitWord s) : | |
| wordPoly (wordConvolve a b) = wordPoly a * wordPoly b := by | |
| ext k | |
| rw [coeff_wordPoly, coeff_wordPoly_mul] | |
| by_cases hk : k < r + s | |
| · rw [wordGet_of_lt _ hk] | |
| simp only [wordConvolve, bitValue_xorBits_ofFn, apply_ite, | |
| BinaryAlgebra.bitValue_and, BinaryAlgebra.bitValue_false] | |
| · rw [wordGet_of_le _ (Nat.le_of_not_lt hk), BinaryAlgebra.bitValue_false] | |
| symm | |
| apply Finset.sum_eq_zero | |
| intro i _ | |
| apply Finset.sum_eq_zero | |
| intro j _ | |
| have hsum : i.val + j.val < r + s := Nat.add_lt_add i.is_lt j.is_lt | |
| have hne : i.val + j.val ≠ k := by omega | |
| simp [hne] | |
| def wordList {n : ℕ} (a : BitWord n) : List Bool := List.ofFn a | |
| def listWord (n : ℕ) (xs : List Bool) : BitWord n := | |
| fun i => xs.getD i.val false | |
| @[simp] theorem wordList_length {n : ℕ} (a : BitWord n) : | |
| (wordList a).length = n := List.length_ofFn | |
| theorem wordList_getD {n : ℕ} (a : BitWord n) (i : ℕ) : | |
| (wordList a).getD i false = wordGet a i := by | |
| by_cases hi : i < n <;> simp [wordList, wordGet, hi] | |
| @[simp] theorem listWord_wordList {n : ℕ} (a : BitWord n) : | |
| listWord n (wordList a) = a := by | |
| funext i | |
| change (wordList a).getD i.val false = a i | |
| rw [wordList_getD, wordGet_fin] | |
| theorem wordList_listWord_length (xs : List Bool) : | |
| wordList (listWord xs.length xs) = xs := by | |
| apply List.ext_getElem | |
| · simp [wordList] | |
| · intro i _ hi | |
| simp [wordList, listWord, List.getElem?_eq_getElem hi] | |
| theorem wordList_listWord {n : ℕ} (xs : List Bool) (h : xs.length = n) : | |
| wordList (listWord n xs) = xs := by | |
| subst n | |
| exact wordList_listWord_length xs | |
| end DepthThreeLowerBound | |
| end OAI | |