Download lean/OAI/Combinatorics/EditApproximation/Binary/BinaryCeilingWork.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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| import OAI.Combinatorics.EditApproximation.Binary.BinaryDivisionWork | |
| import OAI.Combinatorics.EditApproximation.Binary.BinaryRawCost | |
| import OAI.Combinatorics.EditApproximation.Definitions | |
| namespace OAI | |
| /-! Exact natural ceilings from the executed binary quotient and remainder. | |
| Negative fractions have natural ceiling zero, as in the seed update. -/ | |
| namespace EditApproximation | |
| theorem bitCeilDivWithWork_value (divisor bits : List Bool) (hd : 0 < bitWordValue divisor) : | |
| bitWordValue (bitCeilDivWithWork divisor bits).1 = | |
| ⌈((bitWordValue bits : ℚ) / bitWordValue divisor)⌉₊ := by | |
| let q := bitWordValue (bitDivModWithWork divisor bits).1 | |
| let r := bitWordValue (bitDivModWithWork divisor bits).2.1 | |
| have h := bitDivModWithWork_value divisor bits hd | |
| have heq : bitWordValue bits = bitWordValue divisor * q + r := h.1 | |
| have hr : r < bitWordValue divisor := h.2 | |
| have hdQ : (0 : ℚ) < bitWordValue divisor := by exact_mod_cast hd | |
| unfold bitCeilDivWithWork | |
| dsimp only | |
| split_ifs with hz | |
| · have hr0 : r = 0 := by | |
| exact (bitCompareWithWork_eq (bitDivModWithWork divisor bits).2.1 []).1 hz | |
| have hratio : (bitWordValue bits : ℚ) / bitWordValue divisor = (q : ℚ) := by | |
| apply (div_eq_iff hdQ.ne').mpr | |
| exact_mod_cast (show bitWordValue bits = q * bitWordValue divisor by nlinarith only [heq, hr0]) | |
| rw [hratio] | |
| exact (Nat.ceil_natCast q).symm | |
| · have hr0 : r ≠ 0 := by | |
| intro hzero | |
| exact hz ((bitCompareWithWork_eq (bitDivModWithWork divisor bits).2.1 []).2 hzero) | |
| rw [bitAddWithWork_value] | |
| change q + 1 + 0 = _ | |
| simp only [Nat.add_zero] | |
| symm | |
| apply (Nat.ceil_eq_iff (by omega : q + 1 ≠ 0)).mpr | |
| constructor | |
| · simp only [Nat.add_sub_cancel] | |
| rw [lt_div_iff₀ hdQ] | |
| exact_mod_cast (show q * bitWordValue divisor < bitWordValue bits by | |
| nlinarith only [heq, Nat.pos_of_ne_zero hr0]) | |
| · rw [div_le_iff₀ hdQ] | |
| push_cast | |
| exact_mod_cast (show bitWordValue bits ≤ (q + 1) * bitWordValue divisor by nlinarith only [heq, hr]) | |
| theorem bitCeilDivWithWork_length (divisor bits : List Bool) : | |
| (bitCeilDivWithWork divisor bits).1.length ≤ bits.length + 2 := by | |
| have hq := (bitDivModWithWork_lengths divisor bits).1 | |
| have ha := bitAddWithWork_length (bitDivModWithWork divisor bits).1 [true] false | |
| unfold bitCeilDivWithWork | |
| dsimp only | |
| split_ifs <;> dsimp only | |
| · omega | |
| · simp only [List.length_cons, List.length_nil] at ha | |
| omega | |
| theorem bitCeilDivWithWork_cost (divisor bits : List Bool) : | |
| (bitCeilDivWithWork divisor bits).2 ≤ | |
| 100 * (bits.length + divisor.length + 1) ^ 2 := by | |
| have hdiv := bitDivModWithWork_cost divisor bits | |
| have hl := bitDivModWithWork_lengths divisor bits | |
| have hc := bitCompareWithWork_cost (bitDivModWithWork divisor bits).2.1 [] | |
| have ha := bitAddWithWork_cost (bitDivModWithWork divisor bits).1 [true] false | |
| simp only [List.length_nil, List.length_cons, Nat.add_zero] at hc ha | |
| unfold bitCeilDivWithWork | |
| dsimp only | |
| split_ifs <;> dsimp only <;> nlinarith only [hdiv, hl.1, hl.2, hc, ha] | |
| namespace BinaryFraction | |
| theorem naturalCeilingWithWork_value (a : BinaryFraction) : | |
| bitWordValue (a.naturalCeilingWithWork).1 = ⌈a.value⌉₊ := by | |
| cases hs : a.numerator.negative | |
| · simpa only [naturalCeilingWithWork, hs, Bool.false_eq_true, ↓reduceIte, | |
| value, SignedBinary.value, signedMagnitude, Int.cast_natCast] using | |
| bitCeilDivWithWork_value a.denominator a.numerator.bits a.denominator_pos | |
| · have hn : a.value ≤ 0 := by | |
| simp only [value, SignedBinary.value, signedMagnitude, hs, ↓reduceIte, Int.cast_neg, Int.cast_natCast] | |
| exact div_nonpos_of_nonpos_of_nonneg (neg_nonpos.mpr (Nat.cast_nonneg _)) (Nat.cast_nonneg _) | |
| simp only [naturalCeilingWithWork, hs, ↓reduceIte, bitWordValue] | |
| exact (Nat.ceil_eq_zero.mpr hn).symm | |
| theorem naturalCeilingWithWork_cost (a : BinaryFraction) : | |
| (a.naturalCeilingWithWork).2 ≤ 500 * (a.width + 1) ^ 2 := by | |
| have hn : a.numerator.bits.length ≤ a.width := le_max_left _ _ | |
| have hd : a.denominator.length ≤ a.width := le_max_right _ _ | |
| have hc := bitCeilDivWithWork_cost a.denominator a.numerator.bits | |
| unfold naturalCeilingWithWork | |
| split_ifs <;> dsimp only | |
| · nlinarith only [Nat.zero_le a.width] | |
| · have hm := Nat.mul_self_le_mul_self (show a.numerator.bits.length + a.denominator.length + 1 ≤ | |
| 2 * a.width + 1 by omega) | |
| nlinarith only [hc, hm, Nat.zero_le a.width] | |
| end BinaryFraction | |
| end EditApproximation | |
| end OAI | |