openAI-math-dataset / lean /OAI /Combinatorics /EditApproximation /Refinement /ComputedCoarseReadBudget.lean
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| import OAI.Combinatorics.EditApproximation.Coarse.CoarseReadBudget | |
| import OAI.Combinatorics.EditApproximation.Refinement.ComputedCoarseCandidateWork | |
| namespace OAI | |
| namespace EditApproximation | |
| open Filter | |
| /-- Every descriptor, stored-symbol comparison and frame operation used by a | |
| computed coarse root has a uniform fixed-power bit budget. -/ | |
| theorem computedCoarseReadBudget : | |
| ∀ᶠ N : ℕ in atTop, ∀ B d : ℕ, ∀ x y : List ℕ, | |
| B = (integerParameters N).B → d = computedCoarseDepth N (coarseEntryWidth x y) → | |
| coarseEntryWidth x y ≤ N → (∀ a ∈ x ++ y, Nat.size a ≤ inputHeight N ^ 3) → | |
| ∀ i : CoarseGuessIndex (coarseEntryWidth x y), | |
| CoarseReadBudget B d (coarseGuess (coarseEntryWidth x y) i) (coarseEntryWidth x y) | |
| x y (inputHeight N ^ 30) := by | |
| filter_upwards [eventually_ge_atTop 1, | |
| inputSmallLog_tendsto.eventually (eventually_ge_atTop 200)] with N hN hell | |
| intro B d x y hBdef hddef hsize hsymbol i | |
| let H := inputHeight N | |
| let k := coarseGuess (coarseEntryWidth x y) i | |
| have hH : 256 ≤ H := computed_coarse_height_large N (by omega) hell | |
| have hdepth : d ≤ H := hddef.symm ▸ (computed_coarse_depth N _ (by omega) hsize hell).2 | |
| have hBpos : 1 ≤ B := by | |
| rw [hBdef] | |
| change 1 ≤ inputHeight N ^ coarseExponent (inputSmallLog N) | |
| exact one_le_pow₀ (Nat.succ_le_of_lt (Nat.two_pow_pos _)) | |
| have hb : Nat.size B ≤ 2 * H := by | |
| have h := Nat.size_le_size (computed_coarse_B_upper N (by omega) hell) | |
| rw [← hBdef] at h | |
| simp only [Nat.size_pow] at h | |
| exact h.trans (by dsimp only [H]; omega) | |
| have hcube : 100 * H ^ 2 ≤ H ^ 3 := by | |
| have h := Nat.mul_le_mul_right (H ^ 2) (show 100 ≤ H by omega) | |
| nlinarith only [h] | |
| have hp : Nat.size (B ^ d) ≤ H ^ 3 := by | |
| have h := natural_power_bit_length B d | |
| have hh := Nat.mul_le_mul hdepth hb | |
| have hsq := Nat.mul_le_mul_right (H ^ 2) (show 3 ≤ H by omega) | |
| nlinarith only [h, hh, hsq, hH] | |
| have hn : Nat.size (coarseEntryWidth x y) ≤ H ^ 3 := by | |
| have h := (Nat.size_le_size hsize).trans | |
| ((Nat.size_le_size (Nat.le_add_right N 2)).trans (inputLength_register_word N)) | |
| change Nat.size (coarseEntryWidth x y) ≤ H + 1 at h | |
| have hpow : H ≤ H ^ 3 := Nat.le_pow (by decide) | |
| have hsq := Nat.mul_le_mul_right (H ^ 2) (show 3 ≤ H by omega) | |
| nlinarith only [h, hpow, hsq, hH, hcube] | |
| have hk : Nat.size (2 * k + 1) ≤ H ^ 3 := by | |
| have hkn : k ≤ 2 * (N + 2) := (BinaryFraction.coarseGuess_le _ i).trans (by omega) | |
| have hks := (Nat.size_le_size hkn).trans (natural_product_bit_length 2 (N + 2)) | |
| have hn' := inputLength_register_word N | |
| change Nat.size (N + 2) ≤ H + 1 at hn' | |
| have hs := natural_sum_bit_length (2 * k) 1 | |
| have hm := natural_product_bit_length 2 k | |
| norm_num only [show Nat.size 2 = 2 by decide, show Nat.size 1 = 1 by decide] at hks hs hm | |
| have hsq := Nat.mul_le_mul_right (H ^ 2) (show 3 ≤ H by omega) | |
| nlinarith only [hks, hn', hs, hm, hsq, hH, hcube] | |
| exact coarseReadBudget_height B d k (coarseEntryWidth x y) H x y (by omega) hdepth hBpos | |
| (by have hpow : H ≤ H ^ 2 := Nat.le_pow (by decide); nlinarith only [hb, hpow, hH, hcube]) hp hn hk hsymbol | |
| end EditApproximation | |
| end OAI | |